{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 过滤数据集"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['/Users/wangnaixuan/Documents/GitHub/prediction_service/notebooks', '/usr/local/anaconda3/envs/nash/lib/python37.zip', '/usr/local/anaconda3/envs/nash/lib/python3.7', '/usr/local/anaconda3/envs/nash/lib/python3.7/lib-dynload', '', '/usr/local/anaconda3/envs/nash/lib/python3.7/site-packages', '/usr/local/anaconda3/envs/nash/lib/python3.7/site-packages/IPython/extensions', '/Users/wangnaixuan/.ipython', '/Users/wangnaixuan/Documents/GitHub/prediction_service']\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "import os\n",
    "\n",
    "sys.path.append(os.path.abspath(os.path.join(os.getcwd(), \"..\")))\n",
    "print(sys.path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   org:resource                 concept:name time:timestamp_short  \\\n",
      "0         112.0         A_SUBMITTED_COMPLETE  2011-12-29 23:26:57   \n",
      "1         112.0   A_PARTLYSUBMITTED_COMPLETE  2011-12-29 23:26:58   \n",
      "2         112.0  W_Afhandelen leads_SCHEDULE  2011-12-29 23:27:11   \n",
      "3       11003.0     W_Afhandelen leads_START  2011-12-30 08:51:49   \n",
      "4       11003.0       A_PREACCEPTED_COMPLETE  2011-12-30 08:55:19   \n",
      "\n",
      "   case:REG_DATE_short  case:concept:name  case:AMOUNT_REQ  time_spent  \\\n",
      "0  2011-12-29 23:26:57             196614             6500    0.000000   \n",
      "1  2011-12-29 23:26:57             196614             6500    0.000012   \n",
      "2  2011-12-29 23:26:57             196614             6500    0.000162   \n",
      "3  2011-12-29 23:26:57             196614             6500    0.392269   \n",
      "4  2011-12-29 23:26:57             196614             6500    0.394699   \n",
      "\n",
      "   total_time_pred  total_time_true  \n",
      "0        15.005284        21.598854  \n",
      "1        14.843896        21.598854  \n",
      "2        16.041450        21.598854  \n",
      "3        17.816068        21.598854  \n",
      "4        18.943583        21.598854  \n"
     ]
    }
   ],
   "source": [
    "data_path = \"../data/bpic2012_filter_w_pred_v2.csv\"\n",
    "\n",
    "import pandas as pd\n",
    "\n",
    "df = pd.read_csv(data_path)\n",
    "print(df.head(5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 33, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 34, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 35, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 36, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 37, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 39, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 46, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 49, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 56, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 57, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 58, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 59, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 61, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 63, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 64, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 66, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 67, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 73, 73, 73, 73, 73, 73, 73, 73, 73, 73, 73, 73, 73, 73, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 74, 75, 75, 75, 75, 75, 75, 75, 75, 75, 75, 75, 75, 75, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 76, 77, 77, 77, 77, 77, 77, 77, 77, 77, 77, 77, 77, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 78, 79, 79, 79, 79, 79, 79, 79, 79, 79, 80, 80, 80, 80, 80, 80, 80, 80, 80, 80, 80, 81, 81, 81, 81, 81, 81, 81, 81, 81, 81, 82, 82, 82, 82, 82, 82, 82, 82, 82, 82, 82, 82, 82, 82, 83, 83, 83, 83, 84, 84, 84, 84, 84, 84, 84, 84, 84, 84, 85, 85, 85, 85, 85, 85, 86, 86, 86, 86, 86, 86, 86, 86, 86, 86, 86, 86, 86, 87, 87, 87, 87, 88, 88, 88, 88, 88, 89, 89, 90, 90, 90, 90, 90, 90, 90, 91, 91, 91, 91, 91, 92, 92, 92, 92, 92, 93, 93, 93, 94, 94, 94, 94, 95, 95, 95, 95, 96, 96, 96, 97, 97, 97, 97, 98, 98, 99, 99, 99, 100, 100, 100]\n"
     ]
    }
   ],
   "source": [
    "trace_lengths = []\n",
    "for cid in list(set(df[\"case:concept:name\"].values)):\n",
    "    trace_lengths.append(df[df[\"case:concept:name\"]==cid].shape[0])\n",
    "ordered_lens = sorted(trace_lengths)\n",
    "print(ordered_lens)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.0058796294033527366, 0.008194444701075554, 0.009143518283963205, 0.010381944477558136, 0.012615740299224857, 0.013611110858619213, 0.013657407835125923, 0.014027778059244156, 0.014224536716938019, 0.014456018805503843, 0.014618055894970894, 0.01465277746319771, 0.01533564832061529, 0.015625, 0.015740741044282913, 0.01633101888000965, 0.016770834103226658, 0.01944444514811039, 0.021238425746560097, 0.021400462836027145, 0.023726852610707283, 0.026412036269903183, 0.029537037014961243, 0.030011573806405067, 0.03362268581986426, 0.04820602014660835, 0.05366898328065872, 0.0621759258210659, 0.0680902749300003, 0.08178240805864334, 0.09284722059965134, 0.09420138597488403, 0.09923610836267473, 0.10009258985519408, 0.10357639193534852, 0.10512731224298476, 0.11275462806224824, 0.12296296656131744, 0.12562499940395355, 0.1267939805984497, 0.1410648077726364, 0.14194443821907046, 0.14335648715496066, 0.15008102357387546, 0.15069444477558136, 0.15094907581806186, 0.1580324023962021, 0.17378471791744232, 0.17484953999519348, 0.18384259939193728, 0.19307869672775269, 0.19675925374031067, 0.19909721612930292, 0.2182754576206208, 0.2257407456636429, 0.2420486062765121, 0.2435416728258133, 0.2598148286342621, 0.26077547669410706, 0.2657754719257355, 0.26651620864868164, 0.2679513990879059, 0.2697800993919373, 0.27482637763023376, 0.3177430629730225, 0.3325000107288361, 0.3352314829826355, 0.368599534034729, 0.3823263943195343, 0.3932523131370544, 0.41961807012557983, 0.4300462901592255, 0.4512847363948822, 0.454537034034729, 0.5345138907432556, 0.6040624976158142, 0.6056365966796875, 0.6062963008880615, 0.6278819441795349, 0.6343865990638733, 0.6352893710136414, 0.6551620364189148, 0.6568055748939514, 0.6656134128570557, 0.6665277481079102, 0.6678935289382935, 0.6737152934074402, 0.6781018376350403, 0.6815509200096129, 0.692037045955658, 0.6935763955116272, 0.7012615799903871, 0.7074074149131775, 0.7122453451156616, 0.7197222113609314, 0.7251620292663574, 0.7312847375869751, 0.7318981289863586, 0.7361458539962769, 0.7400925755500793, 0.7554166913032532, 0.7602546215057373, 0.773136556148529, 0.7740509510040283, 0.7904514074325562, 0.7946296334266663, 0.807094931602478, 0.8111574053764343, 0.8156250119209291, 0.8250809907913208, 0.8262152671813965, 0.8309606313705444, 0.8312731385231018, 0.8501735925674438, 0.8533912301063538, 0.8541203737258911, 0.8565161824226379, 0.8678125143051147, 0.8688310384750366, 0.8762615919113159, 0.8766435384750366, 0.8842592835426331, 0.8851041793823242, 0.8887384533882141, 0.8925231695175171, 0.8937847018241882, 0.9012731313705444, 0.9032754898071288, 0.91042822599411, 0.9134143590927124, 0.9152546525001526, 0.916469931602478, 0.9248958230018616, 0.9265740513801576, 0.9297569394111632, 0.9322916865348816, 0.9353009462356568, 0.9358680844306946, 0.9407407641410828, 0.9507754445075988, 0.9518402814865112, 0.9545949101448059, 0.955497682094574, 0.9572453498840332, 0.9574999809265136, 0.9593518376350404, 0.9599074125289916, 0.9631944298744202, 0.9642823934555054, 0.9665509462356568, 0.9700347185134888, 0.9710301160812378, 0.9725462794303894, 0.9757176041603088, 0.9757639169692992, 0.9776504635810852, 0.9784490466117859, 0.9808101654052734, 0.9821643233299256, 0.9858912229537964, 0.9869791865348816, 0.9870717525482178, 0.994259238243103, 0.9971990585327148, 1.0018517971038818, 1.0094444751739502, 1.0101041793823242, 1.013946771621704, 1.0157523155212402, 1.0379513502120972, 1.03947913646698, 1.0394906997680664, 1.0417245626449585, 1.0573148727416992, 1.059398174285889, 1.0595254898071291, 1.062592625617981, 1.0643634796142578, 1.0651041269302368, 1.0681018829345703, 1.0699421167373655, 1.0752662420272827, 1.0776852369308472, 1.081851840019226, 1.0907407999038696, 1.0958448648452759, 1.098159670829773, 1.0991435050964355, 1.1006134748458862, 1.1109954118728638, 1.1141666173934937, 1.1168286800384521, 1.1227893829345703, 1.1312384605407717, 1.1320370435714722, 1.1412384510040283, 1.1462962627410889, 1.148101806640625, 1.163553237915039, 1.1835300922393799, 1.196990728378296, 1.2034143209457395, 1.2085416316986084, 1.236400485038757, 1.2485301494598389, 1.2571990489959717, 1.2703009843826294, 1.2886110544204712, 1.289861083030701, 1.2907986640930176, 1.301597237586975, 1.3169213533401491, 1.3182060718536377, 1.327789306640625, 1.3293519020080566, 1.3334606885910034, 1.334375023841858, 1.3445370197296145, 1.3450462818145752, 1.3763657808303833, 1.384247660636902, 1.400335669517517, 1.4574537277221682, 1.458356499671936, 1.4585416316986084, 1.4632407426834106, 1.4721180200576782, 1.5006712675094604, 1.5348726511001587, 1.5379513502120972, 1.5479629039764404, 1.608379602432251, 1.6339236497879028, 1.6388310194015503, 1.6449421644210815, 1.6678819656372068, 1.6774768829345703, 1.6824653148651123, 1.6871527433395386, 1.703182816505432, 1.7237731218338013, 1.7275232076644895, 1.7277661561965942, 1.7382522821426392, 1.751678228378296, 1.7536457777023315, 1.756157398223877, 1.7778704166412354, 1.7790509462356567, 1.7885301113128662, 1.795127272605896, 1.8003356456756592, 1.8080323934555047, 1.811527729034424, 1.8164699077606201, 1.821064829826355, 1.8300231695175169, 1.8365625143051147, 1.8438888788223269, 1.8499653339385984, 1.8501851558685305, 1.853854179382324, 1.8561111688613887, 1.8585416078567505, 1.8650346994400024, 1.8727662563323968, 1.8774189949035645, 1.8781944513320925, 1.8871759176254272, 1.8941667079925537, 1.89651620388031, 1.8974189758300781, 1.9101272821426392, 1.9119096994400024, 1.9170485734939573, 1.948275446891785, 1.9495254755020144, 1.9672801494598389, 1.9750115871429443, 1.9752893447875977, 1.9765162467956543, 1.9787962436676023, 1.9820022583007808, 1.9831249713897705, 1.9918171167373653, 1.9920717477798464, 1.9948264360427856, 2.002488374710083, 2.0060417652130127, 2.021770715713501, 2.0338542461395264, 2.035057783126831, 2.042418956756592, 2.0662732124328613, 2.0676040649414062, 2.0745949745178223, 2.0746412277221684, 2.0971875190734863, 2.103379726409912, 2.1074769496917725, 2.1077315807342534, 2.111053228378296, 2.122766256332397, 2.1253936290740967, 2.132696866989136, 2.146955966949464, 2.155335664749145, 2.159108877182007, 2.1622917652130127, 2.1637847423553467, 2.1639583110809326, 2.1649768352508545, 2.1716783046722408, 2.17734956741333, 2.2000231742858887, 2.211238384246826, 2.2123379707336426, 2.2295022010803223, 2.243391275405884, 2.2472684383392334, 2.2551040649414062, 2.290046215057373, 2.299502372741699, 2.306817054748535, 2.3071296215057373, 2.3105785846710205, 2.3233911991119385, 2.343275547027588, 2.347256898880005, 2.3524768352508545, 2.397465229034424, 2.4085068702697754, 2.409039258956909, 2.4533796310424805, 2.558333396911621, 2.576782464981079, 2.596064805984497, 2.6006596088409424, 2.6145832538604736, 2.6262614727020264, 2.635914325714112, 2.6737964153289795, 2.687349557876587, 2.7111921310424805, 2.7142245769500732, 2.7288079261779785, 2.7572221755981445, 2.7585070133209237, 2.7860300540924072, 2.8001503944396973, 2.8052198886871342, 2.805532455444336, 2.829293966293335, 2.8466782569885254, 2.852372646331787, 2.853958368301392, 2.8686110973358154, 2.8738193511962886, 2.879560232162476, 2.8795716762542725, 2.886458396911621, 2.8886921405792236, 2.889641284942627, 2.8920602798461914, 2.8974769115448, 2.9121065139770512, 2.924988508224488, 2.925208330154419, 2.9291088581085205, 2.941504716873169, 2.945462942123413, 2.9498610496521, 2.950057983398437, 2.9558334350585938, 2.95888900756836, 2.9628124237060547, 2.964305639266968, 2.964340209960937, 2.964756965637207, 2.9661457538604736, 2.987823963165283, 2.9879167079925537, 2.9882524013519287, 2.9947917461395264, 2.9967939853668213, 3.000821828842163, 3.017141103744507, 3.0208332538604736, 3.027604103088379, 3.035567045211792, 3.035752296447754, 3.049733877182007, 3.0554745197296143, 3.0581481456756587, 3.067314863204956, 3.075891256332397, 3.0809721946716317, 3.08827543258667, 3.1004629135131836, 3.112847328186035, 3.1325809955596924, 3.133113384246826, 3.137118101119995, 3.152395725250244, 3.162754535675049, 3.1731019020080566, 3.1764931678771973, 3.1778240203857417, 3.178668975830078, 3.1806249618530287, 3.181493043899536, 3.1831250190734863, 3.1860995292663574, 3.203310251235962, 3.234363317489624, 3.261307954788208, 3.273240804672241, 3.2796990871429443, 3.2847800254821777, 3.290220022201538, 3.300833225250244, 3.3032753467559814, 3.357395887374878, 3.384328603744507, 3.4251272678375244, 3.457442045211792, 3.5842130184173584, 3.603541612625122, 3.609236001968384, 3.616319417953491, 3.619479179382324, 3.6197452545166016, 3.645613431930542, 3.6634490489959717, 3.670416593551636, 3.693483829498291, 3.7037847042083736, 3.7045485973358168, 3.705324172973633, 3.705393552780152, 3.7351505756378174, 3.7364234924316406, 3.762141227722168, 3.779942035675049, 3.7972452640533447, 3.798726797103882, 3.807488441467285, 3.8076388835906982, 3.81099534034729, 3.818830966949463, 3.8324999809265137, 3.8355672359466553, 3.853379726409912, 3.853460550308228, 3.8659026622772217, 3.865960597991944, 3.894294023513794, 3.895208358764648, 3.9050116539001465, 3.92270827293396, 3.9244096279144287, 3.9395601749420166, 3.952060222625733, 3.964189767837525, 3.964444398880005, 4.00621509552002, 4.018171310424806, 4.028252124786377, 4.031365871429443, 4.060104370117188, 4.065625190734863, 4.068703651428224, 4.0712151527404785, 4.077673435211182, 4.143113613128662, 4.172557830810547, 4.2623844146728525, 4.295219898223877, 4.336562633514403, 4.344525337219238, 4.371654987335205, 4.415544033050537, 4.4262962341308585, 4.491006851196289, 4.530277729034424, 4.551400661468506, 4.554479122161865, 4.56150484085083, 4.613807678222656, 4.633264064788818, 4.639617919921875, 4.65144681930542, 4.657037258148193, 4.668252468109131, 4.697268486022949, 4.704780101776123, 4.734467506408691, 4.7534027099609375, 4.761782169342041, 4.7985877990722665, 4.802720069885254, 4.811492919921875, 4.8148956298828125, 4.856157302856445, 4.865486145019531, 4.908807754516602, 4.91899299621582, 4.925347328186035, 4.93055534362793, 4.930659770965576, 4.93996524810791, 4.94924783706665, 4.953738212585449, 4.965902805328369, 4.985810279846191, 4.986944675445557, 4.987303256988525, 4.992661952972412, 5.002140998840332, 5.019189834594727, 5.026724338531494, 5.047974586486816, 5.0594444274902335, 5.06304407119751, 5.109780311584473, 5.110057830810547, 5.110867977142334, 5.121539115905762, 5.137106418609619, 5.147904872894287, 5.1940507888793945, 5.194560050964356, 5.211330890655519, 5.246713161468506, 5.2785067558288565, 5.287361145019531, 5.290092468261719, 5.317291736602783, 5.339178085327148, 5.344525337219238, 5.502476692199707, 5.563287258148193, 5.568541526794434, 5.568553447723389, 5.578831195831299, 5.6405091285705575, 5.6543169021606445, 5.657627105712892, 5.662569522857666, 5.709548473358152, 5.711296081542969, 5.7399535179138175, 5.741493225097656, 5.756782531738281, 5.758646011352539, 5.76136589050293, 5.762604236602782, 5.774490833282473, 5.780104160308838, 5.78249979019165, 5.793761730194093, 5.813321590423584, 5.824178218841553, 5.844027996063232, 5.846585750579834, 5.849409580230713, 5.850775241851808, 5.852766036987305, 5.861979007720947, 5.870173454284668, 5.885613441467285, 5.888102054595947, 5.8900580406188965, 5.89731502532959, 5.9025115966796875, 5.91105318069458, 5.915046215057372, 5.923553466796875, 5.938217639923098, 5.9400577545166025, 5.952743053436277, 5.963900566101074, 5.964594841003418, 5.9781250953674325, 5.986701488494872, 5.996793746948242, 5.998703479766848, 6.000821590423584, 6.014455795288086, 6.015428066253662, 6.01549768447876, 6.016122817993164, 6.019768714904785, 6.022708415985107, 6.047360897064209, 6.052592754364014, 6.05456018447876, 6.058784484863281, 6.060231685638428, 6.063958168029785, 6.0813889503479, 6.082106590270996, 6.083923816680907, 6.096782207489014, 6.098344802856445, 6.101191997528076, 6.1214351654052725, 6.129478931427003, 6.152627468109131, 6.157731533050537, 6.170902729034424, 6.178390979766848, 6.1879515647888175, 6.197476863861084, 6.202476978302003, 6.206562519073486, 6.213310241699219, 6.216736316680907, 6.2181596755981445, 6.230520725250244, 6.231712818145753, 6.268171310424805, 6.302801132202148, 6.322002410888673, 6.324201583862305, 6.360301017761231, 6.39187479019165, 6.393842697143555, 6.4143171310424805, 6.4930901527404785, 6.493356704711914, 6.50380802154541, 6.6129631996154785, 6.623009204864503, 6.662986278533936, 6.680312633514402, 6.687303066253662, 6.694270610809326, 6.6987037658691415, 6.699779987335205, 6.711365699768066, 6.718217372894287, 6.72096061706543, 6.722268581390381, 6.736273288726808, 6.738159656524657, 6.739155292510986, 6.750347137451173, 6.753842830657959, 6.759120464324951, 6.766342639923098, 6.775208473205566, 6.779479026794434, 6.7836456298828125, 6.788691997528076, 6.792754650115968, 6.79373836517334, 6.803113460540772, 6.805856704711914, 6.812569618225098, 6.8247222900390625, 6.8272223472595215, 6.827777862548827, 6.82825231552124, 6.829514026641848, 6.836088180541992, 6.849236011505128, 6.853344917297362, 6.857210636138916, 6.860532283782959, 6.866458415985107, 6.87019681930542, 6.871840476989746, 6.874837875366211, 6.8907408714294425, 6.8990044593811035, 6.902430534362793, 6.908067226409912, 6.909085750579834, 6.9093403816223145, 6.913761615753174, 6.9184722900390625, 6.91940975189209, 6.920312404632568, 6.9264349937438965, 6.926782608032228, 6.926875114440918, 6.927720069885254, 6.931145668029785, 6.932534694671631, 6.93449068069458, 6.935497760772705, 6.936273097991943, 6.937187671661378, 6.937326431274414, 6.941874980926514, 6.942858695983888, 6.944710731506348, 6.94777774810791, 6.949479103088379, 6.9508795738220215, 6.95325231552124, 6.955381870269775, 6.956979274749756, 6.959155082702638, 6.964085578918457, 6.965208530426025, 6.965671062469482, 6.967685222625732, 6.968530178070068, 6.969340324401856, 6.97355318069458, 6.978842735290527, 6.979212760925293, 6.982685089111327, 6.98751163482666, 6.9878010749816895, 6.98850679397583, 7.002094745635986, 7.009131908416747, 7.010983943939209, 7.013611316680907, 7.014571666717527, 7.0168633460998535, 7.022963047027588, 7.026516437530518, 7.034097194671631, 7.0356597900390625, 7.036898136138916, 7.03739595413208, 7.038761615753174, 7.039259433746338, 7.047789573669434, 7.052326202392577, 7.053506851196289, 7.055011749267577, 7.055023193359375, 7.055787086486816, 7.056087970733643, 7.056527614593506, 7.057650566101074, 7.066608905792236, 7.067708492279053, 7.068275451660156, 7.074166774749756, 7.07578706741333, 7.0801734924316415, 7.081585884094237, 7.084953784942628, 7.0860533714294425, 7.086863517761231, 7.09061336517334, 7.0933332443237305, 7.093518733978272, 7.099259376525879, 7.1131367683410645, 7.113425731658936, 7.1137733459472665, 7.116041660308838, 7.121678352355957, 7.122418880462647, 7.126736164093018, 7.1378703117370605, 7.13915491104126, 7.1410765647888175, 7.144282341003418, 7.146053314208984, 7.149363517761231, 7.151469707489014, 7.152419090270996, 7.155740737915039, 7.168020725250244, 7.1688079833984375, 7.169352054595947, 7.169502258300781, 7.170254707336426, 7.17120361328125, 7.173946857452393, 7.177673816680907, 7.179930686950684, 7.181632041931152, 7.184826374053955, 7.185057640075684, 7.186365604400635, 7.190324306488037, 7.190983772277832, 7.193333148956299, 7.194282531738281, 7.1966552734375, 7.197349548339844, 7.198506832122803, 7.201481342315674, 7.21615743637085, 7.221296310424805, 7.2378010749816895, 7.238101959228516, 7.240312576293945, 7.244513988494872, 7.253275394439697, 7.258391380310059, 7.261481285095215, 7.273460865020753, 7.275705814361572, 7.2775230407714835, 7.280555725097656, 7.282673835754394, 7.283009052276611, 7.284710884094237, 7.3003010749816895, 7.306632041931152, 7.3132524490356445, 7.316782474517822, 7.3307061195373535, 7.341527938842771, 7.341921329498291, 7.342557907104492, 7.342870235443115, 7.346574306488037, 7.348634243011475, 7.36104154586792, 7.370856285095215, 7.372627258300781, 7.398923397064209, 7.399085521697997, 7.401597023010254, 7.407442092895508, 7.410949230194093, 7.4120140075683585, 7.437511444091798, 7.453738212585449, 7.462963104248048, 7.480752468109131, 7.484478950500487, 7.488425731658935, 7.492870330810548, 7.504351615905763, 7.514583110809326, 7.515092372894287, 7.518553256988525, 7.519143581390381, 7.526273250579834, 7.529849529266357, 7.5431251525878915, 7.546192169189452, 7.556180477142334, 7.561342716217041, 7.578610897064209, 7.584236145019531, 7.58814811706543, 7.591041564941406, 7.6031365394592285, 7.6119561195373535, 7.612419128417969, 7.61350679397583, 7.618645668029785, 7.618715286254883, 7.620717525482178, 7.6364006996154785, 7.640567302703857, 7.641469955444336, 7.642951488494872, 7.645289421081543, 7.646145820617676, 7.651967525482178, 7.667152881622314, 7.6689701080322275, 7.669710636138916, 7.671099662780763, 7.672349452972412, 7.677511692047119, 7.692997455596924, 7.693090438842771, 7.694988250732423, 7.696805477142334, 7.69685173034668, 7.701250076293945, 7.701412200927733, 7.706342697143555, 7.70693302154541, 7.709108829498291, 7.723148345947266, 7.724861145019531, 7.725937366485598, 7.72768497467041, 7.727928161621094, 7.741875171661378, 7.744999885559082, 7.7492594718933105, 7.751631736755371, 7.755717754364014, 7.761122703552246, 7.769976615905763, 7.774016380310059, 7.775763988494872, 7.779641151428223, 7.782986164093018, 7.784340381622314, 7.786654949188232, 7.793773174285889, 7.794768333435059, 7.797453880310059, 7.799722194671631, 7.800312519073486, 7.800567150115968, 7.803923606872559, 7.805462837219237, 7.808159828186035, 7.808645725250244, 7.813344955444336, 7.816458225250244, 7.816643714904785, 7.816805362701416, 7.817708492279053, 7.8180670738220215, 7.8192243576049805, 7.819548606872559, 7.819618225097656, 7.820717811584473, 7.8220601081848145, 7.824733734130858, 7.824768543243407, 7.827800750732423, 7.827824115753174, 7.82934045791626, 7.829953670501709, 7.836793899536133, 7.837974548339844, 7.838761806488037, 7.841493129730225, 7.843680381774902, 7.846354007720947, 7.849953651428223, 7.851157188415527, 7.852754592895508, 7.857245445251465, 7.863148212432861, 7.8662848472595215, 7.868043899536133, 7.868194580078125, 7.868368148803711, 7.868680477142334, 7.869213104248048, 7.872372627258301, 7.872650623321532, 7.872719764709473, 7.873923778533935, 7.87420129776001, 7.8744330406188965, 7.877500057220459, 7.879120349884032, 7.879537105560303, 7.8812384605407715, 7.882384300231934, 7.883286952972412, 7.887210845947266, 7.887395858764647, 7.88841438293457, 7.888425827026367, 7.89241886138916, 7.893935203552246, 7.895416736602782, 7.8955326080322275, 7.8965163230896, 7.897361278533935, 7.8976850509643555, 7.8991780281066895, 7.9000349044799805, 7.900127410888673, 7.902129650115968, 7.902546405792236, 7.90256929397583, 7.907453536987305, 7.911273002624513, 7.918437480926514, 7.918437480926514, 7.918889045715332, 7.920937538146973, 7.921354293823242, 7.925416469573975, 7.925891399383545, 7.927164554595947, 7.930080890655518, 7.931134223937987, 7.9342474937438965, 7.937210559844973, 7.941921234130858, 7.942094802856445, 7.94476842880249, 7.948819637298584, 7.952789306640625, 7.956088066101074, 7.957824230194093, 7.958217620849608, 7.963587760925293, 7.964884281158447, 7.965127468109131, 7.968067169189452, 7.968587875366211, 7.96999979019165, 7.975520610809326, 7.976446628570557, 7.980416774749756, 7.982441902160644, 7.983715057373048, 7.98383092880249, 7.985208511352539, 7.986897945404053, 7.990602016448975, 7.995728969573975, 7.996527671813965, 8.0, 8.001944541931152, 8.002095222473145, 8.004375457763674, 8.004698753356934, 8.004919052124022, 8.006041526794434, 8.007118225097656, 8.010104179382324, 8.01520824432373, 8.015798568725586, 8.016226768493652, 8.016909599304201, 8.02033519744873, 8.022303581237793, 8.023148536682129, 8.025370597839355, 8.02635383605957, 8.026470184326174, 8.027558326721191, 8.035324096679688, 8.039907455444336, 8.042963027954103, 8.043553352355957, 8.045092582702638, 8.047280311584473, 8.05244255065918, 8.055752754211426, 8.063159942626951, 8.06608772277832, 8.067685127258299, 8.067951202392576, 8.068020820617676, 8.069537162780763, 8.069849967956543, 8.073911666870117, 8.074618339538574, 8.076146125793457, 8.076504707336426, 8.08100700378418, 8.084675788879395, 8.086284637451174, 8.088726997375487, 8.104329109191895, 8.110555648803711, 8.113020896911621, 8.113217353820799, 8.115080833435059, 8.118773460388184, 8.120856285095215, 8.12298583984375, 8.123703956604004, 8.124513626098633, 8.130231857299805, 8.132951736450195, 8.137765884399414, 8.13841438293457, 8.139548301696777, 8.140728950500487, 8.144004821777344, 8.145069122314451, 8.147974967956543, 8.153414726257324, 8.156272888183594, 8.159444808959961, 8.162823677062987, 8.163113594055176, 8.165369987487793, 8.169756889343263, 8.171446800231934, 8.172719955444336, 8.174560546875, 8.177546501159668, 8.177557945251465, 8.179340362548826, 8.183252334594728, 8.18461799621582, 8.186944007873535, 8.187870025634767, 8.189595222473145, 8.190555572509767, 8.193286895751951, 8.198298454284668, 8.200601577758789, 8.202823638916017, 8.205718040466309, 8.206643104553223, 8.207106590270996, 8.207962989807129, 8.210926055908201, 8.216400146484375, 8.217291831970215, 8.221296310424805, 8.222384452819824, 8.223275184631348, 8.22502326965332, 8.232234001159668, 8.23680591583252, 8.241180419921875, 8.24420166015625, 8.24439811706543, 8.257927894592285, 8.258623123168945, 8.25873851776123, 8.264374732971191, 8.267731666564941, 8.27365779876709, 8.278079032897951, 8.279201507568361, 8.279467582702638, 8.319212913513184, 8.319988250732424, 8.322592735290527, 8.33305549621582, 8.3359375, 8.341331481933594, 8.357534408569336, 8.364675521850586, 8.404409408569336, 8.405497550964355, 8.406215667724611, 8.407083511352539, 8.417893409729004, 8.419281959533691, 8.423553466796875, 8.427789688110353, 8.429606437683105, 8.430150032043457, 8.440532684326174, 8.441643714904785, 8.458796501159668, 8.46519660949707, 8.479235649108888, 8.480161666870117, 8.485694885253906, 8.488298416137695, 8.49552059173584, 8.498738288879395, 8.500497817993164, 8.50355339050293, 8.521956443786621, 8.527153015136719, 8.53550910949707, 8.546897888183594, 8.569501876831055, 8.572824478149414, 8.573079109191895, 8.573819160461426, 8.574895858764647, 8.579028129577638, 8.58167839050293, 8.585428237915039, 8.587418556213379, 8.590764045715332, 8.596134185791017, 8.602974891662598, 8.613645553588867, 8.616666793823242, 8.622904777526855, 8.624155044555664, 8.625034332275389, 8.628217697143555, 8.632511138916017, 8.633946418762207, 8.634132385253906, 8.636573791503906, 8.641354560852049, 8.64171314239502, 8.644664764404299, 8.646562576293945, 8.648865699768066, 8.667488098144531, 8.671192169189451, 8.671469688415527, 8.673518180847168, 8.677951812744139, 8.681099891662598, 8.682511329650879, 8.685566902160645, 8.686539649963379, 8.690254211425781, 8.69197940826416, 8.698692321777344, 8.699826240539549, 8.702395439147951, 8.704432487487793, 8.705173492431639, 8.705984115600586, 8.706805229187013, 8.710196495056152, 8.710729598999022, 8.711018562316895, 8.711909294128418, 8.713055610656737, 8.715011596679688, 8.718634605407715, 8.723738670349121, 8.724305152893066, 8.726921081542969, 8.728137016296388, 8.729131698608397, 8.732707977294924, 8.734456062316895, 8.734965324401855, 8.737523078918457, 8.741423606872559, 8.743159294128418, 8.744143486022951, 8.745925903320312, 8.745948791503906, 8.746065139770508, 8.746493339538574, 8.749004364013674, 8.749421119689941, 8.750324249267576, 8.751377105712889, 8.752800941467285, 8.755660057067871, 8.756180763244629, 8.756620407104492, 8.756678581237793, 8.761469841003418, 8.762199401855469, 8.764687538146973, 8.770868301391603, 8.779699325561522, 8.781493186950684, 8.782685279846191, 8.787187576293945, 8.787997245788574, 8.791539192199707, 8.793611526489258, 8.79707145690918, 8.79754638671875, 8.798657417297363, 8.799166679382324, 8.80628490447998, 8.807199478149414, 8.809548377990723, 8.811539649963379, 8.812477111816406, 8.813495635986328, 8.815034866333008, 8.816238403320312, 8.81855297088623, 8.820833206176758, 8.822604179382324, 8.825103759765625, 8.825439453125, 8.829571723937988, 8.830821990966797, 8.831110954284668, 8.833796501159668, 8.834247589111328, 8.836064338684082, 8.837418556213379, 8.838414192199707, 8.8412504196167, 8.841933250427246, 8.842175483703613, 8.844027519226074, 8.849930763244629, 8.85623836517334, 8.858390808105469, 8.868194580078125, 8.869154930114746, 8.872766494750977, 8.874015808105469, 8.87673568725586, 8.87829875946045, 8.879015922546387, 8.883623123168945, 8.884629249572754, 8.885994911193848, 8.886446952819824, 8.88908576965332, 8.889883995056152, 8.897025108337402, 8.897928237915039, 8.898310661315918, 8.901840209960938, 8.905625343322754, 8.905694007873535, 8.906631469726562, 8.910046577453613, 8.911932945251465, 8.912002563476562, 8.912338256835938, 8.91431713104248, 8.915393829345703, 8.916365623474121, 8.917071342468262, 8.921192169189453, 8.923391342163086, 8.923900604248047, 8.929374694824219, 8.930439949035645, 8.933090209960938, 8.935832977294922, 8.940242767333984, 8.940266609191895, 8.942789077758789, 8.943032264709473, 8.945173263549805, 8.945242881774902, 8.949258804321289, 8.954930305480957, 8.962627410888672, 8.96320629119873, 8.964027404785156, 8.965081214904785, 8.967071533203125, 8.967384338378906, 8.969317436218262, 8.970162391662598, 8.972905158996582, 8.97364616394043, 8.974467277526855, 8.977407455444336, 8.978182792663574, 8.978726387023926, 8.980185508728027, 8.980960845947266, 8.983322143554688, 8.983773231506348, 8.988935470581055, 8.990220069885254, 8.990405082702637, 8.991308212280273, 8.993553161621094, 8.993877410888672, 8.994062423706055, 8.996308326721191, 9.00335693359375, 9.006805419921875, 9.008957862854004, 9.00940990447998, 9.011238098144533, 9.014467239379883, 9.014721870422363, 9.018425941467283, 9.019491195678713, 9.01998805999756, 9.028264045715332, 9.029595375061037, 9.031689643859863, 9.033738136291504, 9.034629821777344, 9.037731170654297, 9.03909683227539, 9.044386863708496, 9.047719955444336, 9.051169395446776, 9.052210807800293, 9.056377410888672, 9.06695556640625, 9.070706367492676, 9.074224472045898, 9.086064338684082, 9.091631889343262, 9.092476844787598, 9.094768524169922, 9.098993301391602, 9.099363327026367, 9.101215362548828, 9.109189987182617, 9.110844612121582, 9.111538887023926, 9.112141609191896, 9.114294052124023, 9.11545181274414, 9.121146202087402, 9.122453689575195, 9.124051094055176, 9.131933212280273, 9.13480281829834, 9.137846946716307, 9.138495445251463, 9.141122817993164, 9.143646240234377, 9.14613437652588, 9.14664363861084, 9.147130012512207, 9.148738861083984, 9.151955604553224, 9.153726577758787, 9.154050827026367, 9.15423583984375, 9.157153129577637, 9.15717601776123, 9.157581329345703, 9.15954875946045, 9.16047477722168, 9.16181755065918, 9.16230297088623, 9.163240432739258, 9.164328575134276, 9.167928695678713, 9.173691749572754, 9.17988395690918, 9.181504249572754, 9.18846035003662, 9.189108848571776, 9.19032382965088, 9.190752029418944, 9.20486068725586, 9.220879554748537, 9.221400260925293, 9.22239589691162, 9.222858428955078, 9.223876953125, 9.22418975830078, 9.22726821899414, 9.23216438293457, 9.24017333984375, 9.255971908569336, 9.260393142700195, 9.266573905944824, 9.268136978149414, 9.276979446411133, 9.2852201461792, 9.286076545715332, 9.297465324401855, 9.299490928649902, 9.302164077758787, 9.309652328491213, 9.310602188110352, 9.323992729187012, 9.326932907104492, 9.327800750732422, 9.333807945251463, 9.33597183227539, 9.342778205871582, 9.346064567565918, 9.350115776062012, 9.357175827026367, 9.36136531829834, 9.37602996826172, 9.392882347106934, 9.396862983703613, 9.412962913513184, 9.429409980773926, 9.449467658996582, 9.454062461853027, 9.463356018066406, 9.472175598144533, 9.4725923538208, 9.48751163482666, 9.493587493896484, 9.50554370880127, 9.513680458068848, 9.526249885559082, 9.54415512084961, 9.547048568725586, 9.553275108337402, 9.562198638916016, 9.567130088806152, 9.567673683166504, 9.571412086486816, 9.574085235595703, 9.577430725097656, 9.579756736755373, 9.581655502319336, 9.582940101623537, 9.597187042236328, 9.600555419921877, 9.600647926330566, 9.602256774902344, 9.607534408569336, 9.608309745788574, 9.612998008728027, 9.61606502532959, 9.616365432739258, 9.61660861968994, 9.633193969726562, 9.638367652893066, 9.641435623168944, 9.64236068725586, 9.64334487915039, 9.644293785095217, 9.654086112976074, 9.662755012512207, 9.667974472045898, 9.668402671813963, 9.670011520385742, 9.67039394378662, 9.673912048339844, 9.675833702087402, 9.67655086517334, 9.676979064941406, 9.678750038146973, 9.68179416656494, 9.684814453125, 9.688714981079102, 9.689004898071287, 9.702280044555664, 9.706088066101074, 9.706342697143556, 9.70981502532959, 9.710439682006836, 9.715752601623537, 9.715902328491213, 9.715983390808104, 9.720728874206543, 9.722430229187012, 9.722870826721193, 9.723044395446776, 9.725312232971193, 9.725381851196287, 9.736608505249023, 9.737326622009276, 9.738147735595703, 9.739606857299805, 9.74019718170166, 9.74115753173828, 9.741435050964355, 9.747349739074707, 9.748923301696776, 9.75072956085205, 9.756296157836914, 9.756793975830078, 9.75714111328125, 9.75803279876709, 9.759051322937012, 9.759247779846193, 9.764189720153807, 9.764976501464844, 9.765960693359377, 9.766377449035645, 9.766817092895508, 9.767708778381348, 9.768842697143556, 9.770011901855467, 9.771596908569336, 9.773078918457033, 9.77312469482422, 9.777419090270996, 9.779733657836914, 9.780092239379883, 9.787500381469727, 9.789432525634766, 9.789629936218262, 9.801145553588867, 9.801816940307617, 9.802974700927734, 9.80395793914795, 9.805081367492676, 9.80571746826172, 9.816099166870117, 9.819664001464844, 9.8228120803833, 9.823553085327148, 9.828240394592283, 9.82870388031006, 9.829560279846193, 9.83285903930664, 9.834004402160645, 9.835126876831056, 9.83568286895752, 9.84148120880127, 9.84420108795166, 9.847430229187012, 9.850671768188477, 9.852384567260742, 9.859918594360352, 9.859930992126463, 9.862939834594727, 9.865358352661133, 9.86626148223877, 9.868449211120604, 9.868587493896484, 9.868830680847168, 9.870139122009276, 9.870162010192873, 9.87228012084961, 9.87468719482422, 9.875462532043457, 9.875798225402832, 9.876041412353516, 9.87936305999756, 9.879664421081543, 9.88038158416748, 9.882060050964355, 9.883668899536133, 9.888819694519043, 9.890983581542967, 9.896018981933594, 9.899710655212402, 9.899768829345703, 9.90314769744873, 9.903865814208984, 9.904131889343262, 9.905254364013672, 9.914247512817383, 9.917059898376463, 9.917303085327148, 9.9193754196167, 9.92162036895752, 9.924664497375488, 9.925057411193848, 9.930498123168944, 9.932743072509766, 9.938484191894533, 9.941319465637207, 9.945474624633787, 9.946538925170898, 9.947638511657717, 9.950972557067873, 9.951295852661133, 9.95245361328125, 9.954479217529297, 9.954965591430664, 9.957985877990724, 9.958333015441896, 9.961852073669434, 9.962882041931152, 9.962882041931152, 9.963067054748537, 9.963425636291504, 9.967557907104492, 9.96897029876709, 9.97418975830078, 9.97589111328125, 9.976319313049316, 9.97697925567627, 9.97922420501709, 9.980995178222656, 9.981330871582033, 9.98299789428711, 9.98546314239502, 9.986006736755373, 9.987222671508787, 9.98747730255127, 9.988611221313477, 9.988958358764648, 9.990463256835938, 9.991272926330566, 9.99157428741455, 9.994409561157227, 9.994999885559082, 9.995763778686523, 9.997661590576172, 9.998356819152832, 9.99932861328125, 10.00355339050293, 10.00493049621582, 10.00589084625244, 10.006620407104492, 10.008448600769043, 10.008761405944824, 10.00940990447998, 10.011099815368652, 10.011550903320312, 10.016273498535156, 10.017858505249023, 10.026700973510742, 10.028611183166504, 10.02878475189209, 10.03067111968994, 10.030682563781738, 10.032800674438477, 10.033796310424805, 10.036018371582033, 10.037338256835938, 10.038761138916016, 10.039652824401855, 10.04578685760498, 10.047442436218262, 10.047476768493652, 10.053680419921877, 10.053784370422363, 10.054838180541992, 10.057882308959961, 10.058900833129883, 10.061388969421387, 10.065104484558104, 10.073854446411133, 10.077985763549805, 10.078761100769043, 10.080347061157227, 10.08414363861084, 10.089791297912598, 10.094467163085938, 10.09599494934082, 10.097187042236328, 10.09791660308838, 10.102627754211426, 10.104965209960938, 10.11526584625244, 10.11570644378662, 10.117904663085938, 10.12128448486328, 10.127638816833496, 10.129120826721193, 10.130023002624512, 10.13239574432373, 10.135902404785156, 10.137222290039062, 10.13774299621582, 10.139328956604004, 10.140949249267578, 10.142187118530273, 10.14407444000244, 10.145347595214844, 10.149988174438477, 10.151782035827637, 10.155138969421387, 10.158124923706056, 10.160116195678713, 10.161041259765623, 10.172708511352539, 10.17696762084961, 10.193750381469727, 10.194073677062988, 10.20152759552002, 10.206331253051758, 10.207719802856444, 10.21071720123291, 10.21432876586914, 10.226330757141113, 10.231157302856444, 10.232175827026367, 10.2382173538208, 10.241412162780762, 10.246214866638184, 10.265636444091797, 10.278958320617676, 10.286354064941406, 10.299015998840332, 10.299468040466307, 10.309664726257324, 10.31567096710205, 10.323715209960938, 10.331944465637207, 10.337523460388184, 10.342963218688963, 10.346330642700195, 10.364027976989746, 10.427001953125, 10.429317474365234, 10.430011749267578, 10.436724662780762, 10.439340591430664, 10.452627182006836, 10.456052780151367, 10.465381622314453, 10.468623161315918, 10.488530158996582, 10.490358352661133, 10.500903129577637, 10.502904891967773, 10.526308059692383, 10.530508995056152, 10.533252716064453, 10.539583206176758, 10.539860725402832, 10.545867919921877, 10.556562423706056, 10.562626838684082, 10.58151626586914, 10.582823753356934, 10.58814811706543, 10.594097137451172, 10.60380744934082, 10.603854179382324, 10.616296768188477, 10.62300968170166, 10.625370025634766, 10.62612247467041, 10.627349853515623, 10.62945556640625, 10.631041526794434, 10.631747245788574, 10.63342571258545, 10.633877754211426, 10.63636589050293, 10.63914394378662, 10.650104522705078, 10.652396202087402, 10.653136253356934, 10.656574249267578, 10.659282684326172, 10.659652709960938, 10.662430763244627, 10.662928581237793, 10.672245025634766, 10.688565254211426, 10.688692092895508, 10.698749542236328, 10.702025413513184, 10.702083587646484, 10.70292854309082, 10.708391189575195, 10.713333129882812, 10.717175483703613, 10.717499732971193, 10.71875, 10.718935012817383, 10.71920108795166, 10.719293594360352, 10.719525337219238, 10.725764274597168, 10.725926399230957, 10.727198600769043, 10.728205680847168, 10.728854179382324, 10.736851692199707, 10.739733695983887, 10.741470336914062, 10.747072219848633, 10.750370025634766, 10.751816749572754, 10.75582218170166, 10.757661819458008, 10.760127067565918, 10.762361526489258, 10.764374732971193, 10.764479637145996, 10.766515731811523, 10.77010440826416, 10.77068328857422, 10.774178504943848, 10.78298568725586, 10.783275604248047, 10.793911933898926, 10.79405117034912, 10.798495292663574, 10.800254821777344, 10.802616119384766, 10.804062843322754, 10.805335998535156, 10.805485725402832, 10.80577564239502, 10.813275337219238, 10.813796043395996, 10.817928314208984, 10.820023536682127, 10.820323944091797, 10.827326774597168, 10.828472137451172, 10.83100700378418, 10.835335731506348, 10.83818244934082, 10.839247703552246, 10.839247703552246, 10.844883918762207, 10.845532417297363, 10.845659255981444, 10.850683212280273, 10.851006507873537, 10.85178279876709, 10.852615356445312, 10.863309860229492, 10.864294052124023, 10.86430549621582, 10.86671257019043, 10.8737154006958, 10.877199172973633, 10.879617691040039, 10.881620407104492, 10.881978988647461, 10.882303237915039, 10.884698867797852, 10.886701583862305, 10.888009071350098, 10.8892822265625, 10.893750190734863, 10.899606704711914, 10.900879859924316, 10.904062271118164, 10.905856132507324, 10.907221794128418, 10.9075927734375, 10.907696723937988, 10.907904624938963, 10.913958549499512, 10.914409637451172, 10.914652824401855, 10.915671348571776, 10.919849395751953, 10.92609977722168, 10.930902481079102, 10.93167781829834, 10.933263778686523, 10.937211036682127, 10.939502716064453, 10.941296577453613, 10.94371509552002, 10.944756507873537, 10.94511604309082, 10.94527816772461, 10.94601821899414, 10.946446418762207, 10.947500228881836, 10.950265884399414, 10.95245361328125, 10.955069541931152, 10.955775260925293, 10.958170890808104, 10.958599090576172, 10.95945644378662, 10.961226463317873, 10.96304416656494, 10.96385383605957, 10.96628475189209, 10.96947956085205, 10.971400260925293, 10.97346019744873, 10.97598361968994, 10.977222442626953, 10.984363555908203, 10.986632347106934, 10.98888874053955, 10.98927116394043, 10.990798950195312, 10.990856170654297, 10.997974395751953, 11.006307601928713, 11.008970260620117, 11.00929355621338, 11.010833740234377, 11.013935089111328, 11.014120101928713, 11.022558212280273, 11.02519702911377, 11.025589942932127, 11.03233814239502, 11.03567123413086, 11.035833358764648, 11.038935661315918, 11.040115356445312, 11.04379653930664, 11.0442476272583, 11.044803619384766, 11.045613288879396, 11.047048568725586, 11.048402786254883, 11.049479484558104, 11.052916526794434, 11.055196762084961, 11.055659294128418, 11.056492805480957, 11.057106018066406, 11.057580947875977, 11.059016227722168, 11.060336112976074, 11.060856819152832, 11.065810203552246, 11.069340705871582, 11.07255744934082, 11.07297420501709, 11.07524299621582, 11.093229293823242, 11.097326278686523, 11.098912239074707, 11.107222557067873, 11.114386558532717, 11.11648178100586, 11.121655464172363, 11.126273155212402, 11.130578994750977, 11.132280349731444, 11.135196685791016, 11.147384643554688, 11.15177059173584, 11.15778923034668, 11.16179370880127, 11.16329860687256, 11.165637016296387, 11.170475006103516, 11.179930686950684, 11.181273460388184, 11.186655044555664, 11.187893867492676, 11.19124984741211, 11.202117919921877, 11.20357608795166, 11.204073905944824, 11.20504665374756, 11.219560623168944, 11.221539497375488, 11.249120712280273, 11.25339126586914, 11.260034561157227, 11.261053085327148, 11.267951011657715, 11.268356323242188, 11.272754669189453, 11.28022003173828, 11.33840274810791, 11.339189529418945, 11.346817016601562, 11.356099128723145, 11.366203308105467, 11.381041526794435, 11.38172435760498, 11.38589096069336, 11.412985801696776, 11.414918899536133, 11.415567398071287, 11.443333625793455, 11.444618225097654, 11.46048641204834, 11.461238861083984, 11.473923683166506, 11.495208740234375, 11.523229598999025, 11.526470184326172, 11.53663158416748, 11.542118072509766, 11.542465209960938, 11.542951583862305, 11.561307907104492, 11.565359115600586, 11.573553085327148, 11.583009719848633, 11.59791660308838, 11.601701736450195, 11.609097480773926, 11.612488746643065, 11.612743377685547, 11.61949062347412, 11.621678352355955, 11.62925910949707, 11.629560470581055, 11.642210960388185, 11.644166946411133, 11.644444465637207, 11.644583702087402, 11.645416259765625, 11.647211074829102, 11.65567111968994, 11.65800952911377, 11.658147811889648, 11.658935546875, 11.659710884094238, 11.663125038146973, 11.66437530517578, 11.664965629577635, 11.66585636138916, 11.666007041931152, 11.666192054748535, 11.670416831970215, 11.671331405639648, 11.677430152893065, 11.678229331970215, 11.679306030273438, 11.682002067565918, 11.684548377990724, 11.687685012817385, 11.687835693359375, 11.696967124938965, 11.69752311706543, 11.701099395751953, 11.705382347106935, 11.714062690734865, 11.736145973205565, 11.738669395446776, 11.739444732666016, 11.73952579498291, 11.743587493896484, 11.744571685791016, 11.74711799621582, 11.747314453125, 11.74952507019043, 11.751261711120605, 11.756492614746096, 11.757951736450195, 11.762199401855467, 11.762210845947266, 11.762846946716307, 11.763842582702635, 11.767858505249025, 11.771319389343262, 11.773518562316895, 11.777256965637207, 11.778356552124025, 11.780948638916016, 11.781516075134276, 11.782881736755373, 11.783079147338867, 11.783726692199707, 11.78435230255127, 11.784664154052734, 11.785880088806152, 11.786389350891113, 11.78726863861084, 11.789977073669435, 11.79241943359375, 11.79709529876709, 11.80202579498291, 11.804734230041506, 11.806262016296387, 11.811145782470705, 11.811875343322756, 11.812071800231935, 11.812418937683105, 11.813714981079102, 11.816655158996582, 11.820693969726562, 11.821481704711914, 11.823460578918455, 11.82770824432373, 11.831099510192873, 11.831146240234375, 11.832674026489258, 11.83613395690918, 11.837430953979492, 11.839536666870115, 11.84092617034912, 11.841550827026367, 11.843518257141113, 11.84461784362793, 11.845428466796875, 11.847801208496096, 11.848125457763672, 11.8490629196167, 11.850509643554688, 11.850543975830078, 11.852511405944824, 11.855093002319336, 11.855589866638185, 11.857800483703613, 11.863321304321287, 11.867511749267578, 11.870810508728027, 11.872072219848633, 11.874409675598145, 11.875266075134276, 11.880555152893065, 11.883981704711914, 11.88473415374756, 11.885879516601562, 11.887303352355955, 11.88819408416748, 11.88991928100586, 11.891006469726562, 11.897546768188475, 11.909294128417967, 11.912696838378904, 11.913460731506348, 11.915937423706055, 11.918344497680664, 11.921446800231935, 11.921886444091795, 11.923206329345705, 11.934027671813965, 11.936689376831055, 11.938159942626953, 11.93923568725586, 11.939316749572756, 11.939884185791016, 11.943657875061035, 11.94947910308838, 11.950312614440918, 11.950335502624512, 11.951146125793455, 11.95138931274414, 11.95152759552002, 11.954039573669435, 11.955347061157227, 11.963171005249025, 11.969317436218262, 11.96947956085205, 11.971805572509766, 11.972454071044922, 11.97579860687256, 11.976273536682127, 11.978796005249025, 11.979595184326172, 11.990046501159668, 11.990555763244627, 11.990740776062012, 12.001608848571776, 12.002615928649902, 12.003530502319336, 12.003738403320312, 12.004941940307615, 12.005949020385742, 12.007604598999025, 12.01111125946045, 12.012639045715332, 12.015775680541992, 12.01895809173584, 12.024895668029785, 12.028483390808105, 12.029606819152832, 12.03326416015625, 12.04101848602295, 12.041678428649902, 12.044363021850586, 12.044548988342285, 12.046041488647461, 12.05392360687256, 12.054363250732422, 12.058541297912598, 12.06675910949707, 12.068286895751953, 12.07479190826416, 12.078472137451172, 12.079432487487793, 12.086041450500488, 12.092164039611815, 12.094432830810547, 12.10152816772461, 12.10745334625244, 12.109582901000975, 12.111574172973633, 12.115717887878418, 12.126111030578613, 12.12900447845459, 12.134387016296387, 12.138727188110352, 12.140254974365234, 12.14504623413086, 12.146203994750975, 12.154420852661133, 12.16736125946045, 12.170578956604006, 12.17260456085205, 12.17638874053955, 12.178842544555664, 12.182454109191895, 12.186492919921875, 12.194062232971193, 12.194271087646484, 12.200786590576172, 12.203356742858887, 12.206180572509766, 12.209386825561525, 12.212152481079102, 12.212916374206545, 12.217384338378904, 12.223333358764648, 12.223599433898926, 12.22518539428711, 12.228738784790039, 12.231898307800293, 12.237234115600586, 12.243703842163086, 12.248183250427244, 12.251423835754395, 12.25627326965332, 12.26722240447998, 12.300081253051758, 12.301319122314453, 12.303032875061035, 12.315300941467285, 12.31563663482666, 12.323124885559082, 12.327302932739258, 12.33388900756836, 12.336990356445312, 12.346932411193848, 12.349374771118164, 12.349421501159668, 12.351609230041506, 12.37525463104248, 12.415891647338867, 12.44357681274414, 12.44951343536377, 12.45626163482666, 12.468368530273438, 12.47413158416748, 12.48232650756836, 12.482626914978027, 12.486099243164062, 12.486863136291506, 12.497025489807127, 12.497442245483398, 12.507037162780762, 12.516898155212402, 12.539166450500488, 12.540637016296387, 12.54799747467041, 12.553495407104492, 12.553876876831055, 12.556596755981445, 12.558321952819824, 12.558391571044922, 12.570242881774902, 12.57453727722168, 12.57476806640625, 12.575358390808105, 12.580196380615234, 12.58053207397461, 12.582615852355955, 12.587778091430664, 12.587916374206545, 12.58938694000244, 12.590636253356935, 12.591388702392578, 12.594815254211426, 12.602303504943848, 12.604768753051758, 12.606192588806152, 12.612743377685547, 12.621110916137695, 12.629444122314453, 12.633044242858887, 12.634536743164062, 12.645821571350098, 12.64767360687256, 12.648009300231935, 12.648426055908205, 12.649965286254885, 12.668587684631348, 12.668830871582033, 12.669351577758787, 12.669745445251465, 12.671030044555664, 12.672789573669435, 12.676284790039062, 12.68030071258545, 12.685185432434082, 12.686609268188475, 12.704096794128418, 12.704710960388185, 12.70587921142578, 12.706910133361815, 12.711238861083984, 12.712488174438475, 12.71535873413086, 12.71829891204834, 12.722268104553224, 12.729722023010256, 12.73674774169922, 12.75031280517578, 12.752974510192873, 12.755717277526855, 12.7629976272583, 12.764328956604006, 12.766794204711914, 12.768437385559082, 12.771307945251465, 12.777013778686525, 12.778680801391602, 12.778935432434082, 12.782442092895508, 12.788287162780762, 12.794734001159668, 12.795903205871582, 12.800474166870115, 12.8008451461792, 12.804282188415527, 12.805254936218262, 12.806921005249025, 12.807199478149414, 12.808773040771484, 12.809895515441895, 12.811226844787598, 12.811851501464846, 12.812222480773926, 12.812639236450195, 12.812858581542967, 12.81336784362793, 12.813761711120605, 12.816134452819824, 12.81675910949707, 12.81695556640625, 12.817569732666016, 12.81793975830078, 12.821608543395994, 12.82261562347412, 12.822708129882812, 12.824999809265135, 12.827488899230955, 12.838125228881836, 12.840185165405273, 12.843008995056152, 12.84512710571289, 12.846203804016113, 12.849374771118164, 12.850393295288086, 12.851099967956545, 12.851609230041506, 12.852581024169922, 12.854618072509766, 12.856736183166506, 12.862743377685547, 12.864316940307615, 12.86699104309082, 12.867395401000975, 12.868183135986328, 12.868692398071287, 12.870220184326172, 12.871747970581055, 12.871944427490234, 12.871978759765625, 12.87205982208252, 12.87468719482422, 12.87576389312744, 12.876296043395994, 12.877835273742676, 12.880833625793455, 12.882095336914062, 12.8827543258667, 12.886249542236328, 12.88821792602539, 12.89216423034668, 12.892603874206545, 12.893437385559082, 12.895381927490234, 12.896909713745115, 12.897488594055176, 12.897685050964355, 12.899582862854006, 12.9024076461792, 12.903958320617676, 12.907383918762207, 12.910555839538574, 12.913078308105467, 12.915567398071287, 12.917719841003418, 12.92417812347412, 12.930335998535154, 12.93657398223877, 12.937396049499512, 12.941898345947266, 12.946146011352539, 12.946921348571776, 12.948553085327148, 12.950231552124025, 12.95085620880127, 12.95088005065918, 12.951562881469727, 12.956955909729006, 12.957985877990724, 12.963506698608398, 12.963749885559082, 12.964849472045898, 12.967025756835938, 12.96762752532959, 12.969849586486815, 12.971168518066404, 12.976643562316895, 12.97793960571289, 12.97848415374756, 12.985092163085938, 12.986944198608398, 12.987245559692385, 12.989062309265135, 12.991029739379885, 12.991331100463867, 12.993634223937988, 12.993749618530273, 12.99756908416748, 12.999849319458008, 13.009883880615234, 13.012882232666016, 13.013472557067873, 13.016956329345705, 13.017373085021973, 13.017986297607422, 13.021285057067873, 13.023484230041506, 13.042176246643065, 13.04614543914795, 13.047060012817385, 13.047697067260742, 13.048125267028807, 13.049062728881836, 13.05004596710205, 13.050381660461426, 13.050601959228516, 13.051365852355955, 13.051666259765625, 13.052939414978027, 13.070185661315918, 13.073333740234375, 13.07988452911377, 13.083715438842773, 13.083970069885256, 13.084108352661133, 13.086874961853027, 13.08885383605957, 13.089166641235352, 13.092071533203125, 13.094861030578613, 13.105323791503904, 13.114872932434082, 13.116747856140135, 13.123981475830078, 13.128518104553224, 13.130023002624512, 13.130786895751953, 13.131909370422365, 13.132719993591307, 13.135300636291506, 13.13883113861084, 13.140219688415527, 13.1471529006958, 13.149478912353516, 13.150023460388185, 13.163426399230955, 13.165243148803713, 13.165937423706055, 13.172141075134276, 13.175405502319336, 13.179513931274414, 13.186111450195312, 13.191006660461426, 13.19223403930664, 13.197245597839355, 13.197407722473145, 13.202951431274414, 13.204873085021973, 13.209236145019533, 13.21247673034668, 13.213785171508787, 13.21916675567627, 13.223784446716307, 13.249884605407715, 13.252951622009276, 13.261678695678713, 13.265243530273438, 13.26633071899414, 13.283079147338867, 13.314595222473145, 13.336771011352539, 13.337812423706055, 13.375798225402832, 13.376458168029785, 13.38857650756836, 13.407649993896484, 13.425498008728027, 13.441238403320312, 13.443160057067873, 13.456539154052734, 13.458541870117188, 13.470185279846193, 13.475242614746096, 13.486551284790039, 13.492488861083984, 13.500185012817385, 13.501076698303224, 13.50704860687256, 13.51383113861084, 13.51767349243164, 13.526423454284668, 13.529814720153807, 13.53083324432373, 13.53435230255127, 13.53663158416748, 13.541955947875975, 13.542280197143555, 13.54511547088623, 13.54665470123291, 13.550833702087402, 13.551319122314453, 13.55133056640625, 13.5546875, 13.558808326721193, 13.56039333343506, 13.562152862548828, 13.570497512817385, 13.570544242858887, 13.572372436523438, 13.573692321777346, 13.574143409729006, 13.574722290039062, 13.576308250427244, 13.579339981079102, 13.579837799072266, 13.584236145019533, 13.585347175598145, 13.585474967956545, 13.58686351776123, 13.59019660949707, 13.593379974365234, 13.60217571258545, 13.60444450378418, 13.605046272277832, 13.60696792602539, 13.60758113861084, 13.61033535003662, 13.614675521850586, 13.617777824401855, 13.618969917297365, 13.629815101623535, 13.631284713745115, 13.632152557373047, 13.640613555908205, 13.643437385559082, 13.643622398376465, 13.644919395446776, 13.645208358764648, 13.652383804321287, 13.653390884399414, 13.655150413513185, 13.660937309265135, 13.662870407104492, 13.665369987487793, 13.667280197143555, 13.668136596679688, 13.668414115905762, 13.669560432434082, 13.671064376831055, 13.673067092895508, 13.67773151397705, 13.677870750427244, 13.679259300231935, 13.690231323242188, 13.692626953125, 13.703645706176758, 13.711296081542967, 13.713495254516602, 13.7135648727417, 13.714351654052734, 13.717187881469727, 13.720404624938965, 13.721041679382324, 13.721909523010256, 13.722488403320312, 13.726967811584473, 13.72832202911377, 13.729884147644045, 13.732094764709473, 13.733437538146973, 13.734895706176758, 13.734965324401855, 13.73664379119873, 13.737812042236328, 13.739201545715332, 13.740035057067873, 13.742743492126465, 13.74490737915039, 13.745718002319336, 13.746944427490234, 13.747685432434082, 13.749652862548828, 13.751643180847168, 13.753032684326172, 13.754594802856445, 13.757627487182615, 13.757719993591307, 13.757905006408693, 13.75884246826172, 13.759201049804688, 13.759617805480955, 13.76223373413086, 13.763113021850586, 13.76736068725586, 13.769316673278807, 13.769942283630373, 13.771909713745115, 13.77452564239502, 13.774872779846193, 13.774942398071287, 13.779953956604006, 13.784235954284668, 13.790277481079102, 13.790637016296387, 13.79879665374756, 13.799097061157227, 13.799270629882812, 13.80238437652588, 13.80309009552002, 13.803194046020508, 13.803738594055176, 13.808356285095215, 13.809027671813965, 13.813032150268555, 13.814478874206545, 13.814559936523438, 13.819965362548828, 13.82098388671875, 13.823171615600586, 13.826898574829102, 13.827893257141113, 13.833761215209961, 13.834664344787598, 13.837442398071287, 13.838796615600586, 13.843368530273438, 13.843853950500488, 13.845983505249025, 13.851377487182615, 13.851863861083984, 13.857430458068848, 13.860254287719727, 13.861227035522461, 13.862360954284668, 13.86302089691162, 13.869525909423828, 13.874479293823242, 13.875126838684082, 13.876192092895508, 13.879907608032227, 13.880728721618652, 13.88121509552002, 13.883078575134276, 13.883217811584473, 13.88454818725586, 13.886516571044922, 13.894525527954102, 13.89510440826416, 13.895393371582033, 13.897279739379885, 13.897441864013672, 13.900138854980467, 13.903275489807127, 13.905474662780762, 13.906481742858887, 13.914896011352539, 13.915486335754395, 13.916250228881836, 13.918414115905762, 13.919178009033205, 13.919711112976074, 13.923333168029785, 13.923749923706055, 13.924132347106935, 13.926724433898926, 13.927175521850586, 13.927546501159668, 13.929757118225098, 13.930521011352539, 13.932280540466307, 13.932337760925293, 13.933032035827635, 13.934247970581055, 13.935532569885256, 13.93898105621338, 13.94335651397705, 13.9452543258667, 13.945289611816404, 13.946412086486815, 13.948796272277832, 13.954988479614258, 13.957002639770508, 13.9583101272583, 13.962812423706055, 13.966053009033205, 13.967569351196287, 13.969964981079102, 13.973159790039062, 13.973333358764648, 13.974143981933596, 13.977118492126465, 13.980323791503904, 13.980740547180176, 13.98196792602539, 13.987905502319336, 13.989501953125, 13.993183135986328, 13.995243072509766, 14.001111030578613, 14.00291633605957, 14.006631851196287, 14.006747245788574, 14.009687423706055, 14.011192321777346, 14.01357650756836, 14.015972137451172, 14.016724586486815, 14.025497436523438, 14.026412010192873, 14.030613899230955, 14.03121566772461, 14.03419017791748, 14.034594535827635, 14.03794002532959, 14.049038887023926, 14.05510425567627, 14.057522773742676, 14.059074401855467, 14.06023120880127, 14.0624418258667, 14.063969612121582, 14.065173149108887, 14.065359115600586, 14.066377639770508, 14.071562767028807, 14.074907302856445, 14.080821990966795, 14.081319808959961, 14.083125114440918, 14.088113784790039, 14.089351654052734, 14.108263969421387, 14.111458778381348, 14.119780540466307, 14.120162010192873, 14.120369911193848, 14.120867729187012, 14.121458053588867, 14.122002601623535, 14.123703956604006, 14.124988555908205, 14.130335807800293, 14.132176399230955, 14.13373851776123, 14.138472557067873, 14.14472198486328, 14.146307945251465, 14.147581100463867, 14.148252487182615, 14.153576850891113, 14.161666870117188, 14.171735763549805, 14.186226844787598, 14.186979293823242, 14.187581062316895, 14.189861297607422, 14.194167137145994, 14.200578689575195, 14.20805549621582, 14.218646049499512, 14.220208168029785, 14.25224494934082, 14.258529663085938, 14.258703231811525, 14.260902404785154, 14.264374732971193, 14.282187461853027, 14.283102035522461, 14.290301322937012, 14.291678428649902, 14.298958778381348, 14.338008880615234, 14.339224815368652, 14.348495483398438, 14.370335578918455, 14.377569198608398, 14.392199516296387, 14.422337532043455, 14.434178352355955, 14.439282417297365, 14.454270362854006, 14.46247673034668, 14.485393524169922, 14.485648155212402, 14.48879623413086, 14.507431030273438, 14.508634567260742, 14.509653091430664, 14.51783561706543, 14.52452564239502, 14.52894687652588, 14.533113479614258, 14.534756660461426, 14.558727264404295, 14.564282417297365, 14.564409255981445, 14.564467430114744, 14.568877220153807, 14.57859992980957, 14.580972671508787, 14.583842277526855, 14.585567474365234, 14.593819618225098, 14.595149993896484, 14.601018905639648, 14.609050750732422, 14.610011100769045, 14.610520362854006, 14.61359977722168, 14.62189769744873, 14.630266189575195, 14.631296157836914, 14.633252143859865, 14.643993377685547, 14.644305229187012, 14.646249771118164, 14.653437614440918, 14.65628433227539, 14.658345222473145, 14.662176132202148, 14.662673950195312, 14.666608810424805, 14.667742729187012, 14.676631927490234, 14.685011863708494, 14.688633918762207, 14.688888549804688, 14.68923568725586, 14.695463180541992, 14.709305763244627, 14.710022926330565, 14.712638854980467, 14.71273136138916, 14.713553428649902, 14.71423625946045, 14.71603012084961, 14.72028923034668, 14.728726387023926, 14.729583740234375, 14.733356475830078, 14.733692169189453, 14.738449096679688, 14.740208625793455, 14.741042137145994, 14.741191864013672, 14.741400718688965, 14.747870445251465, 14.748066902160645, 14.751007080078125, 14.75153923034668, 14.75355339050293, 14.75589084625244, 14.756921768188475, 14.757164001464846, 14.757187843322756, 14.761192321777346, 14.76495361328125, 14.767083168029785, 14.767245292663574, 14.767395973205565, 14.77148151397705, 14.771689414978027, 14.783333778381348, 14.78819465637207, 14.789015769958494, 14.790058135986328, 14.794270515441895, 14.794779777526855, 14.795289039611815, 14.796342849731445, 14.796354293823242, 14.79748821258545, 14.798749923706055, 14.800069808959961, 14.802708625793455, 14.807696342468262, 14.808055877685547, 14.80824089050293, 14.810845375061035, 14.818900108337402, 14.829873085021973, 14.830058097839355, 14.830196380615234, 14.83084487915039, 14.833553314208984, 14.837812423706055, 14.839051246643065, 14.840590476989744, 14.843414306640625, 14.847118377685547, 14.84964084625244, 14.853391647338867, 14.853657722473145, 14.856689453125, 14.858530044555664, 14.858692169189453, 14.86129665374756, 14.866272926330565, 14.866944313049315, 14.86984920501709, 14.873032569885256, 14.87340259552002, 14.878599166870115, 14.881088256835938, 14.886550903320312, 14.892373085021973, 14.89261531829834, 14.894189834594727, 14.89561367034912, 14.898946762084961, 14.902060508728027, 14.903599739074707, 14.904375076293945, 14.90695571899414, 14.907072067260742, 14.90817165374756, 14.912245750427244, 14.913240432739258, 14.913518905639648, 14.914409637451172, 14.915207862854006, 14.916065216064453, 14.92363452911377, 14.929306030273438, 14.929363250732422, 14.937337875366213, 14.9374418258667, 14.940752029418945, 14.94864559173584, 14.951191902160645, 14.953368186950685, 14.954652786254885, 14.95606517791748, 14.957164764404295, 14.958159446716307, 14.960497856140135, 14.96119213104248, 14.962326049804688, 14.962615966796875, 14.97141170501709, 14.974432945251465, 14.97583293914795, 14.977164268493652, 14.978657722473145, 14.979270935058596, 14.98149299621582, 14.983946800231935, 14.985925674438475, 14.986087799072266, 14.995590209960938, 14.996376991271973, 15.002083778381348, 15.002129554748535, 15.005671501159668, 15.010208129882812, 15.012245178222654, 15.019733428955078, 15.023738861083984, 15.029814720153807, 15.030463218688965, 15.04194450378418, 15.042059898376465, 15.042800903320312, 15.043472290039062, 15.043761253356935, 15.048495292663574, 15.04883098602295, 15.056690216064453, 15.062349319458008, 15.062384605407715, 15.076725006103516, 15.078842163085938, 15.095833778381348, 15.10226821899414, 15.104293823242188, 15.109271049499512, 15.115659713745115, 15.116006851196287, 15.122650146484375, 15.12340259552002, 15.126978874206545, 15.129953384399414, 15.131030082702635, 15.131921768188475, 15.141817092895508, 15.15070629119873, 15.152071952819824, 15.15423583984375, 15.160243034362793, 15.162442207336426, 15.164213180541992, 15.167071342468262, 15.168599128723145, 15.169015884399414, 15.176064491271973, 15.211458206176758, 15.219409942626953, 15.240880012512207, 15.24775505065918, 15.250046730041506, 15.258587837219238, 15.270312309265135, 15.281146049499512, 15.342384338378904, 15.369351387023926, 15.383495330810547, 15.39747714996338, 15.42229175567627, 15.44044017791748, 15.48798656463623, 15.497604370117188, 15.500903129577635, 15.505809783935547, 15.509698867797852, 15.51386547088623, 15.519710540771484, 15.522233963012695, 15.523322105407715, 15.526168823242188, 15.54886531829834, 15.549826622009276, 15.554247856140135, 15.557222366333008, 15.564849853515625, 15.56721019744873, 15.576863288879395, 15.578472137451172, 15.578958511352539, 15.586423873901367, 15.621076583862305, 15.623032569885256, 15.62673568725586, 15.628946304321287, 15.630809783935547, 15.633159637451172, 15.63384246826172, 15.636492729187012, 15.637720108032227, 15.647905349731445, 15.65202522277832, 15.656770706176758, 15.662291526794435, 15.665705680847168, 15.671667098999025, 15.673819541931152, 15.67495346069336, 15.677592277526855, 15.68282413482666, 15.689663887023926, 15.70030117034912, 15.703055381774902, 15.714664459228516, 15.715902328491213, 15.716492652893065, 15.719038963317873, 15.724687576293945, 15.727152824401855, 15.72896957397461, 15.732800483703613, 15.734386444091795, 15.74142360687256, 15.743715286254885, 15.743842124938965, 15.744884490966795, 15.746169090270994, 15.751319885253904, 15.751423835754395, 15.751816749572756, 15.751852035522461, 15.757256507873535, 15.761690139770508, 15.762928009033205, 15.76559066772461, 15.766805648803713, 15.767858505249025, 15.774582862854006, 15.779988288879395, 15.783854484558105, 15.785486221313475, 15.786365509033205, 15.787153244018555, 15.790532112121582, 15.794803619384766, 15.7968168258667, 15.797407150268555, 15.802465438842773, 15.806273460388185, 15.809721946716307, 15.812522888183596, 15.817303657531738, 15.834051132202148, 15.844270706176758, 15.853148460388185, 15.854606628417967, 15.85531234741211, 15.856608390808105, 15.857986450195312, 15.868507385253904, 15.87602996826172, 15.877742767333984, 15.887395858764648, 15.891284942626953, 15.896596908569336, 15.898310661315918, 15.910867691040039, 15.924213409423828, 15.925104141235352, 15.92587947845459, 15.92809009552002, 15.928495407104492, 15.933159828186035, 15.933460235595705, 15.934317588806152, 15.938819885253904, 15.941655158996582, 15.941990852355955, 15.943588256835938, 15.948309898376465, 15.950382232666016, 15.957881927490234, 15.982558250427244, 15.986157417297365, 15.993773460388185, 15.994988441467285, 15.996146202087402, 15.999977111816404, 16.009212493896484, 16.010162353515625, 16.010740280151367, 16.013900756835938, 16.015613555908207, 16.02071762084961, 16.021909713745114, 16.02217674255371, 16.025728225708008, 16.026111602783207, 16.027338027954098, 16.03298568725586, 16.034282684326172, 16.046607971191403, 16.047128677368164, 16.049028396606445, 16.055694580078125, 16.057441711425778, 16.059560775756836, 16.06045150756836, 16.064641952514652, 16.07011604309082, 16.071308135986328, 16.071828842163086, 16.072628021240234, 16.074628829956055, 16.077939987182614, 16.080127716064453, 16.080799102783207, 16.087812423706055, 16.091320037841793, 16.094745635986328, 16.096515655517578, 16.105485916137695, 16.112152099609375, 16.11628532409668, 16.116609573364258, 16.11671257019043, 16.122060775756836, 16.12373924255371, 16.127799987792972, 16.13241958618164, 16.13399314880371, 16.138633728027347, 16.140300750732422, 16.140878677368164, 16.148008346557614, 16.150440216064453, 16.157094955444336, 16.161308288574222, 16.164466857910153, 16.16568374633789, 16.169260025024414, 16.179061889648438, 16.18079948425293, 16.186700820922848, 16.196979522705078, 16.198448181152347, 16.20265007019043, 16.20450210571289, 16.208576202392578, 16.20888900756836, 16.218460083007812, 16.226816177368164, 16.241874694824222, 16.247743606567386, 16.252546310424805, 16.26235008239746, 16.267568588256836, 16.29754638671875, 16.324317932128903, 16.32517433166504, 16.34035873413086, 16.340497970581055, 16.366226196289062, 16.368345260620114, 16.377893447875973, 16.38680648803711, 16.387662887573242, 16.397626876831055, 16.406354904174805, 16.423124313354492, 16.436214447021484, 16.490531921386722, 16.4910888671875, 16.510705947875973, 16.515209197998047, 16.528783798217773, 16.53302001953125, 16.54623794555664, 16.554224014282227, 16.557928085327152, 16.559467315673828, 16.569664001464847, 16.571760177612305, 16.600139617919922, 16.602962493896484, 16.610359191894528, 16.611204147338867, 16.628055572509766, 16.639142990112305, 16.658275604248047, 16.661399841308597, 16.665473937988278, 16.667673110961914, 16.66825294494629, 16.669166564941403, 16.67609977722168, 16.691667556762695, 16.70418930053711, 16.704572677612305, 16.70956039428711, 16.713287353515625, 16.715057373046875, 16.719711303710938, 16.72274398803711, 16.723703384399414, 16.723819732666016, 16.731956481933597, 16.739572525024414, 16.742454528808597, 16.752639770507812, 16.755186080932614, 16.75710678100586, 16.763980865478516, 16.765243530273438, 16.77058982849121, 16.775300979614258, 16.776006698608402, 16.777952194213867, 16.778450012207028, 16.778854370117188, 16.780925750732422, 16.781864166259766, 16.784780502319336, 16.786169052124027, 16.787187576293945, 16.799514770507812, 16.802152633666992, 16.804536819458008, 16.806388854980472, 16.80961799621582, 16.809930801391598, 16.813552856445312, 16.81474494934082, 16.824420928955078, 16.826330184936527, 16.827245712280273, 16.834571838378903, 16.83549690246582, 16.838228225708008, 16.839374542236328, 16.844512939453125, 16.846088409423828, 16.846296310424805, 16.850173950195312, 16.855358123779293, 16.857892990112305, 16.859329223632812, 16.86135482788086, 16.86466407775879, 16.86628532409668, 16.869514465332028, 16.873287200927734, 16.87523078918457, 16.87677001953125, 16.87953758239746, 16.87953758239746, 16.8839111328125, 16.884954452514652, 16.891563415527347, 16.89173698425293, 16.892522811889652, 16.89591407775879, 16.898113250732422, 16.90199089050293, 16.908090591430664, 16.908193588256836, 16.909490585327152, 16.91623878479004, 16.917558670043945, 16.917720794677734, 16.921354293823242, 16.927488327026367, 16.929582595825195, 16.936250686645508, 16.93907356262207, 16.939664840698242, 16.941215515136722, 16.944988250732422, 16.946678161621097, 16.947187423706055, 16.948310852050778, 16.948356628417972, 16.949745178222653, 16.951562881469727, 16.951967239379886, 16.95289421081543, 16.955739974975586, 16.956249237060547, 16.95808982849121, 16.960138320922848, 16.964872360229492, 16.977754592895508, 16.978010177612305, 16.980682373046875, 16.994895935058597, 16.996330261230472, 17.004201889038086, 17.006261825561527, 17.006515502929688, 17.013275146484375, 17.01341438293457, 17.017084121704098, 17.01780128479004, 17.017963409423828, 17.028345108032227, 17.032835006713867, 17.038715362548828, 17.039745330810547, 17.04020881652832, 17.04526710510254, 17.046087265014652, 17.055486679077152, 17.056146621704098, 17.066967010498047, 17.074363708496097, 17.092870712280273, 17.093229293823242, 17.093610763549805, 17.098413467407227, 17.103321075439453, 17.10467529296875, 17.11043930053711, 17.12169075012207, 17.150138854980472, 17.166366577148438, 17.170578002929688, 17.173656463623047, 17.176504135131836, 17.179132461547848, 17.195138931274414, 17.208066940307614, 17.21286964416504, 17.232175827026367, 17.240034103393555, 17.24644660949707, 17.248565673828125, 17.253297805786133, 17.261493682861328, 17.280914306640625, 17.322778701782227, 17.32895851135254, 17.356945037841793, 17.372846603393555, 17.39504623413086, 17.428449630737305, 17.433530807495114, 17.439386367797848, 17.452766418457028, 17.462303161621097, 17.501422882080078, 17.514780044555664, 17.531030654907227, 17.534433364868164, 17.540266036987305, 17.565763473510742, 17.58005714416504, 17.587533950805664, 17.588205337524414, 17.58949089050293, 17.589664459228516, 17.601736068725586, 17.605207443237305, 17.60968780517578, 17.60988426208496, 17.617488861083984, 17.62425994873047, 17.62848472595215, 17.636781692504886, 17.638530731201172, 17.646238327026367, 17.654491424560547, 17.663009643554688, 17.667510986328125, 17.671157836914062, 17.672407150268555, 17.68522071838379, 17.696353912353516, 17.697938919067386, 17.699155807495114, 17.71113395690918, 17.714664459228516, 17.71784782409668, 17.718172073364258, 17.71843719482422, 17.73287010192871, 17.73339080810547, 17.739282608032227, 17.739456176757812, 17.741783142089844, 17.75023078918457, 17.7590389251709, 17.762569427490234, 17.762939453125, 17.766666412353516, 17.77043914794922, 17.77052116394043, 17.772823333740234, 17.77513885498047, 17.78243064880371, 17.78582191467285, 17.789201736450195, 17.796388626098633, 17.803287506103516, 17.804004669189453, 17.80791664123535, 17.80855369567871, 17.8150577545166, 17.830751419067386, 17.833772659301758, 17.834028244018555, 17.834571838378906, 17.838031768798828, 17.84623908996582, 17.851158142089844, 17.853078842163086, 17.858333587646484, 17.858959197998047, 17.85960578918457, 17.863344192504886, 17.88040542602539, 17.880659103393555, 17.882570266723633, 17.883947372436523, 17.903379440307614, 17.904815673828125, 17.907001495361328, 17.909595489501953, 17.9101619720459, 17.914352416992188, 17.922557830810547, 17.92293930053711, 17.923357009887695, 17.924270629882812, 17.92482566833496, 17.926307678222656, 17.92837905883789, 17.930150985717773, 17.93067169189453, 17.94085693359375, 17.944931030273438, 17.94649314880371, 17.948240280151367, 17.959802627563477, 17.96413230895996, 17.968172073364258, 17.969432830810547, 17.97140121459961, 17.973344802856445, 17.977581024169922, 17.98078727722168, 17.98162078857422, 17.990230560302734, 17.99190902709961, 17.99246597290039, 17.993032455444336, 17.996192932128906, 18.002164840698242, 18.00304412841797, 18.0040283203125, 18.007061004638672, 18.00963020324707, 18.02919006347656, 18.030532836914066, 18.034780502319336, 18.03531265258789, 18.035625457763672, 18.03803253173828, 18.04150390625, 18.049165725708008, 18.05238342285156, 18.05883026123047, 18.0612850189209, 18.06920051574707, 18.08782386779785, 18.092893600463867, 18.09438705444336, 18.098276138305664, 18.100313186645508, 18.100902557373047, 18.10606575012207, 18.115406036376953, 18.118112564086914, 18.12771987915039, 18.169282913208008, 18.17395782470703, 18.18636512756348, 18.190797805786133, 18.193044662475586, 18.20375061035156, 18.20962905883789, 18.211191177368164, 18.23319435119629, 18.243125915527344, 18.25295066833496, 18.25674819946289, 18.264686584472656, 18.26986122131348, 18.27887725830078, 18.284780502319336, 18.286029815673828, 18.302047729492188, 18.303401947021484, 18.304536819458008, 18.308252334594727, 18.31159782409668, 18.339223861694336, 18.358598709106445, 18.368749618530273, 18.394004821777344, 18.41349601745605, 18.426006317138672, 18.42870330810547, 18.455636978149414, 18.464744567871094, 18.47208404541016, 18.48769760131836, 18.49064826965332, 18.500139236450195, 18.5028133392334, 18.51270866394043, 18.51327514648437, 18.515705108642575, 18.51917839050293, 18.53377342224121, 18.544607162475586, 18.56189727783203, 18.57916641235352, 18.586875915527344, 18.58751106262207, 18.59086799621582, 18.59402847290039, 18.60093688964844, 18.60208320617676, 18.60890007019043, 18.62239646911621, 18.641353607177734, 18.64354133605957, 18.645450592041016, 18.650266647338867, 18.651100158691406, 18.651447296142575, 18.659236907958984, 18.665382385253906, 18.67940902709961, 18.681110382080078, 18.68585586547852, 18.686065673828125, 18.686586380004886, 18.693727493286133, 18.705787658691406, 18.70768547058105, 18.70887756347656, 18.717905044555664, 18.73594856262207, 18.7397575378418, 18.740278244018555, 18.74855232238769, 18.749860763549805, 18.75288200378418, 18.75630760192871, 18.756851196289066, 18.75907325744629, 18.760278701782227, 18.76506996154785, 18.777326583862305, 18.784502029418945, 18.786909103393555, 18.787349700927734, 18.7889461517334, 18.790428161621094, 18.79517364501953, 18.8021297454834, 18.809999465942386, 18.814929962158203, 18.8150577545166, 18.81916618347168, 18.822175979614254, 18.822893142700195, 18.823843002319336, 18.82731437683105, 18.83577537536621, 18.83673667907715, 18.83814811706543, 18.84248924255371, 18.84935188293457, 18.87289428710937, 18.874849319458008, 18.87673568725586, 18.879154205322266, 18.881736755371094, 18.882673263549805, 18.88869285583496, 18.892314910888672, 18.89290428161621, 18.90656280517578, 18.909931182861328, 18.910717010498047, 18.91266250610352, 18.91457176208496, 18.91596031188965, 18.920787811279297, 18.9403133392334, 18.941110610961914, 18.94747734069824, 18.95438575744629, 18.95645904541016, 18.95903968811035, 18.961122512817386, 18.964826583862305, 18.965404510498047, 18.9675235748291, 18.968969345092773, 18.97150421142578, 18.97553253173828, 18.97659683227539, 18.98748779296875, 18.98809051513672, 18.988656997680664, 18.989444732666016, 18.9947452545166, 18.99525451660156, 18.99574089050293, 18.99964141845703, 19.002662658691406, 19.00755882263184, 19.009641647338867, 19.01244163513184, 19.0129508972168, 19.014583587646484, 19.02363395690918, 19.02621459960937, 19.02659797668457, 19.03043937683105, 19.031539916992188, 19.036643981933594, 19.04258155822754, 19.043344497680664, 19.05160903930664, 19.05278968811035, 19.05593681335449, 19.056655883789066, 19.0743408203125, 19.077163696289066, 19.081157684326172, 19.097639083862305, 19.102487564086914, 19.10989570617676, 19.112661361694336, 19.1196403503418, 19.122488021850586, 19.1299991607666, 19.13028907775879, 19.131088256835934, 19.131134033203125, 19.131725311279297, 19.13319396972656, 19.1380558013916, 19.13869285583496, 19.145660400390625, 19.157812118530273, 19.16232681274414, 19.16694450378418, 19.169803619384766, 19.186771392822266, 19.192222595214844, 19.193679809570312, 19.19679450988769, 19.20383071899414, 19.207651138305664, 19.210960388183594, 19.214570999145508, 19.22217559814453, 19.24427032470703, 19.260787963867188, 19.27715301513672, 19.27758026123047, 19.284154891967773, 19.294132232666016, 19.307662963867188, 19.30883026123047, 19.35274314880371, 19.36324119567871, 19.40304374694824, 19.40890121459961, 19.456260681152344, 19.467754364013672, 19.52638816833496, 19.52818298339844, 19.532001495361328, 19.53724479675293, 19.550670623779297, 19.558807373046875, 19.560138702392575, 19.568021774291992, 19.57159805297852, 19.572059631347656, 19.58506965637207, 19.58818244934082, 19.588356018066406, 19.588552474975586, 19.5962028503418, 19.605243682861328, 19.609989166259766, 19.614572525024414, 19.62496566772461, 19.63430595397949, 19.636886596679688, 19.63712882995605, 19.65262794494629, 19.65427017211914, 19.664386749267575, 19.681793212890625, 19.689767837524414, 19.692859649658203, 19.7005672454834, 19.701528549194336, 19.702789306640625, 19.71949005126953, 19.72348403930664, 19.7254638671875, 19.726991653442386, 19.730844497680664, 19.732940673828125, 19.74105262756348, 19.74155044555664, 19.741735458374023, 19.743518829345703, 19.756134033203125, 19.75942039489746, 19.765531539916992, 19.771284103393555, 19.77960586547852, 19.782129287719727, 19.788911819458008, 19.790624618530273, 19.79119300842285, 19.792755126953125, 19.7942008972168, 19.79869270324707, 19.801227569580078, 19.802303314208984, 19.804733276367188, 19.8112735748291, 19.813322067260746, 19.814525604248047, 19.82370376586914, 19.826343536376953, 19.831584930419922, 19.832372665405273, 19.84683990478516, 19.84880828857422, 19.84928321838379, 19.851909637451172, 19.85260391235352, 19.85570526123047, 19.871944427490234, 19.877315521240234, 19.888368606567386, 19.890485763549805, 19.8956241607666, 19.8960075378418, 19.89884185791016, 19.906469345092773, 19.920913696289066, 19.92135429382324, 19.923831939697266, 19.924930572509766, 19.92674827575684, 19.93016242980957, 19.939468383789066, 19.956621170043945, 19.956689834594727, 19.958345413208008, 19.96389961242676, 19.96449089050293, 19.96532440185547, 19.969432830810547, 19.97230339050293, 19.973552703857425, 19.979965209960934, 19.980138778686523, 19.98177146911621, 19.99041748046875, 19.9962158203125, 20.00332260131836, 20.007118225097656, 20.012165069580078, 20.01289367675781, 20.013761520385746, 20.016447067260746, 20.02026557922364, 20.02232551574707, 20.02820587158203, 20.03013801574707, 20.04248809814453, 20.043970108032227, 20.045358657836914, 20.048471450805664, 20.054536819458008, 20.06724548339844, 20.076528549194336, 20.07659721374512, 20.102014541625977, 20.11843681335449, 20.118993759155273, 20.11979103088379, 20.12326431274414, 20.139930725097656, 20.140844345092773, 20.161029815673828, 20.17763900756836, 20.18711853027344, 20.193506240844727, 20.210186004638672, 20.22135353088379, 20.257835388183594, 20.261388778686523, 20.26691055297852, 20.27240753173828, 20.274456024169922, 20.281169891357425, 20.33333396911621, 20.337522506713867, 20.350439071655273, 20.405797958374023, 20.40695571899414, 20.421445846557614, 20.46331024169922, 20.47140121459961, 20.502222061157227, 20.534305572509766, 20.544687271118164, 20.57508087158203, 20.58269691467285, 20.58889961242676, 20.59058952331543, 20.619688034057614, 20.62544059753418, 20.634536743164066, 20.65135383605957, 20.653390884399414, 20.65390014648437, 20.66409683227539, 20.667940139770508, 20.684490203857425, 20.70399284362793, 20.70482635498047, 20.709096908569336, 20.716297149658203, 20.739316940307614, 20.752290725708008, 20.75398063659668, 20.757755279541016, 20.763124465942386, 20.76505851745605, 20.76609992980957, 20.76614570617676, 20.766353607177734, 20.7695369720459, 20.777118682861328, 20.7786808013916, 20.780277252197266, 20.78497695922852, 20.7851619720459, 20.786447525024414, 20.788066864013672, 20.7954158782959, 20.802593231201172, 20.802997589111328, 20.806110382080078, 20.806283950805664, 20.815162658691406, 20.817615509033203, 20.819595336914066, 20.825092315673828, 20.825763702392575, 20.83549690246582, 20.83987236022949, 20.847557067871094, 20.848125457763672, 20.851099014282227, 20.85195541381836, 20.85305595397949, 20.85629653930664, 20.85975646972656, 20.863645553588867, 20.866851806640625, 20.868148803710934, 20.86936378479004, 20.871435165405273, 20.872095108032227, 20.883298873901367, 20.89118003845215, 20.90076446533203, 20.90325164794922, 20.90822982788086, 20.909954071044922, 20.919282913208008, 20.92648124694824, 20.931516647338867, 20.93912124633789, 20.942523956298828, 20.950868606567386, 20.953332901000977, 20.959304809570312, 20.960474014282227, 20.96357727050781, 20.964235305786133, 20.965614318847656, 20.970462799072266, 20.97298622131348, 20.973922729492188, 20.979537963867188, 20.9882869720459, 20.99860000610352, 20.999536514282227, 21.011690139770508, 21.019039154052734, 21.0195255279541, 21.026052474975586, 21.03013801574707, 21.05278968811035, 21.05630874633789, 21.05863380432129, 21.07622718811035, 21.08341407775879, 21.08586883544922, 21.08654022216797, 21.1055908203125, 21.106077194213867, 21.1146183013916, 21.12474632263184, 21.12719917297364, 21.14211845397949, 21.145057678222656, 21.14871597290039, 21.160381317138672, 21.17159652709961, 21.17672538757324, 21.20375061035156, 21.206342697143555, 21.24580955505371, 21.247129440307614, 21.255069732666016, 21.257858276367188, 21.311481475830078, 21.35208320617676, 21.35906219482422, 21.37452507019043, 21.414108276367188, 21.439016342163086, 21.453113555908203, 21.457141876220703, 21.4623966217041, 21.476852416992188, 21.482036590576172, 21.495197296142575, 21.495567321777344, 21.50508117675781, 21.506216049194336, 21.51329803466797, 21.531400680541992, 21.537303924560547, 21.567291259765625, 21.597488403320312, 21.598854064941406, 21.60349464416504, 21.62416648864746, 21.635683059692386, 21.637697219848643, 21.650705337524414, 21.65266227722168, 21.662105560302734, 21.663530349731445, 21.672060012817386, 21.67231559753418, 21.68343734741211, 21.684885025024414, 21.69605255126953, 21.705856323242188, 21.70600700378418, 21.708229064941406, 21.708820343017575, 21.71385383605957, 21.7237491607666, 21.72797393798828, 21.73866844177246, 21.74578666687012, 21.754907608032227, 21.76341438293457, 21.767974853515625, 21.76889991760254, 21.77004623413086, 21.773784637451172, 21.779571533203125, 21.79667854309082, 21.79952621459961, 21.800485610961914, 21.80120277404785, 21.802047729492188, 21.817176818847656, 21.821945190429688, 21.830961227416992, 21.83667755126953, 21.864051818847656, 21.866064071655273, 21.868553161621094, 21.868820190429688, 21.87269592285156, 21.878459930419922, 21.881898880004886, 21.89012718200684, 21.8918399810791, 21.892719268798828, 21.896955490112305, 21.90205955505371, 21.90397071838379, 21.90931701660156, 21.929479598999023, 21.947315216064453, 21.96231460571289, 21.96927070617676, 21.97112274169922, 21.97222137451172, 21.97298622131348, 21.97368049621582, 21.98209571838379, 21.993066787719727, 22.005277633666992, 22.00623893737793, 22.014976501464844, 22.017696380615234, 22.028657913208008, 22.02880859375, 22.031354904174805, 22.0416316986084, 22.04273223876953, 22.044260025024414, 22.05886650085449, 22.06108856201172, 22.077348709106445, 22.079803466796875, 22.080392837524414, 22.08144760131836, 22.08365821838379, 22.097707748413086, 22.110706329345703, 22.127685546875, 22.13741874694824, 22.14255714416504, 22.149490356445312, 22.159305572509766, 22.174375534057614, 22.18189811706543, 22.206260681152344, 22.235069274902344, 22.248992919921875, 22.253009796142575, 22.265172958374023, 22.32181739807129, 22.327407836914066, 22.328588485717773, 22.333436965942386, 22.392303466796875, 22.429582595825195, 22.504779815673828, 22.507951736450195, 22.512800216674805, 22.51929473876953, 22.536296844482425, 22.54739570617676, 22.56131935119629, 22.57528877258301, 22.60871505737305, 22.63578796386719, 22.639387130737305, 22.639652252197266, 22.63994216918945, 22.65568351745605, 22.6573486328125, 22.65920066833496, 22.66594886779785, 22.677696228027344, 22.678356170654297, 22.69650459289551, 22.70094871520996, 22.722394943237305, 22.72284698486328, 22.7241325378418, 22.724699020385746, 22.73474502563477, 22.77211761474609, 22.775938034057607, 22.78038215637207, 22.78476905822754, 22.80331039428711, 22.803646087646484, 22.825672149658203, 22.825706481933594, 22.83354187011719, 22.83538246154785, 22.835857391357425, 22.83677101135254, 22.840660095214844, 22.84243011474609, 22.850717544555664, 22.850948333740234, 22.85462951660156, 22.86241912841797, 22.86779022216797, 22.868194580078125, 22.86844825744629, 22.87033653259277, 22.874004364013672, 22.878263473510746, 22.88263893127441, 22.88628387451172, 22.8983097076416, 22.90419006347656, 22.91166687011719, 22.933183670043945, 22.93343734741211, 22.943044662475586, 22.94318199157715, 22.958160400390625, 22.97246551513672, 22.97531318664551, 22.975566864013672, 22.9764461517334, 23.002765655517567, 23.008472442626953, 23.012245178222656, 23.01398086547852, 23.01445579528809, 23.02336883544922, 23.034652709960927, 23.03675842285156, 23.04402732849121, 23.05113410949707, 23.05920219421387, 23.066654205322266, 23.07110023498535, 23.077211380004893, 23.08030128479004, 23.085243225097656, 23.113170623779297, 23.11806678771973, 23.124305725097656, 23.1299991607666, 23.13252258300781, 23.13297462463379, 23.14189720153809, 23.16112327575684, 23.206157684326172, 23.221574783325195, 23.263263702392567, 23.27725601196289, 23.28930473327637, 23.31696701049805, 23.318517684936523, 23.32489585876465, 23.361064910888672, 23.40419006347656, 23.44917869567871, 23.46179389953613, 23.46630859375, 23.51982688903809, 23.551990509033203, 23.585174560546875, 23.60280036926269, 23.60665512084961, 23.61903953552246, 23.625347137451172, 23.6302433013916, 23.64732551574707, 23.68048667907715, 23.68281173706055, 23.69420051574707, 23.70096015930176, 23.70226860046387, 23.712106704711914, 23.716875076293945, 23.767372131347656, 23.781967163085927, 23.806493759155273, 23.81028938293457, 23.815174102783203, 23.81711769104004, 23.8217716217041, 23.84045219421387, 23.848472595214844, 23.853229522705078, 23.86453628540039, 23.87983703613281, 23.882118225097656, 23.88305473327637, 23.883575439453125, 23.897720336914066, 23.91120338439941, 23.918611526489247, 23.929710388183594, 23.93439865112305, 23.937915802001953, 23.94122695922852, 23.94747734069824, 23.95856475830078, 23.9659366607666, 23.97205924987793, 23.975914001464844, 23.97616958618164, 23.976619720458984, 23.99093818664551, 23.99516296386719, 23.99885368347168, 24.00241851806641, 24.01264953613281, 24.02367973327637, 24.029964447021484, 24.033588409423828, 24.036806106567386, 24.048866271972656, 24.05773162841797, 24.08393478393555, 24.094953536987305, 24.12318229675293, 24.12893486022949, 24.13034629821777, 24.15017318725586, 24.15675926208496, 24.16634178161621, 24.17002296447754, 24.185531616210927, 24.20284652709961, 24.20400428771973, 24.21204948425293, 24.22976875305176, 24.24955940246582, 24.26878547668457, 24.26954841613769, 24.285104751586914, 24.286399841308594, 24.336875915527344, 24.34328651428223, 24.49139976501465, 24.5065860748291, 24.53420066833496, 24.59938621520996, 24.602523803710927, 24.616701126098643, 24.61856460571289, 24.627859115600586, 24.63100624084473, 24.67203712463379, 24.67597198486328, 24.683542251586914, 24.7147216796875, 24.72262763977051, 24.7695255279541, 24.77194404602051, 24.78659629821777, 24.79268455505371, 24.793193817138672, 24.79620361328125, 24.796388626098643, 24.81420135498047, 24.81569480895996, 24.82773208618164, 24.82852935791016, 24.834028244018555, 24.84396934509277, 24.862049102783203, 24.87957191467285, 24.881793975830078, 24.88320541381836, 24.88503456115723, 24.90136528015137, 24.90798568725586, 24.90981483459473, 24.90998840332031, 24.91090202331543, 24.91995429992676, 24.94318199157715, 24.968320846557607, 24.97939872741699, 24.990915298461914, 25.01442146301269, 25.01636505126953, 25.02072906494141, 25.023229598999023, 25.02760505676269, 25.030914306640625, 25.04574012756348, 25.050579071044922, 25.06195640563965, 25.08683967590332, 25.09282493591309, 25.152130126953125, 25.154977798461914, 25.189062118530273, 25.202037811279297, 25.2094669342041, 25.254676818847656, 25.27634239196777, 25.398136138916016, 25.48746490478516, 25.49839210510254, 25.51781272888184, 25.56855392456055, 25.569734573364247, 25.570070266723643, 25.5948486328125, 25.609827041625977, 25.644664764404297, 25.649328231811523, 25.65864562988281, 25.678356170654297, 25.68967628479004, 25.70635414123535, 25.751562118530273, 25.786481857299805, 25.81572914123535, 25.832916259765625, 25.836700439453125, 25.83731460571289, 25.83773231506348, 25.840463638305664, 25.846736907958984, 25.84997749328613, 25.85578727722168, 25.858945846557607, 25.8608341217041, 25.867685317993164, 25.871273040771484, 25.88636589050293, 25.909236907958984, 25.928936004638672, 25.93305587768555, 25.93822860717773, 25.944698333740234, 25.94577598571777, 25.95270919799805, 25.95619201660156, 25.991214752197266, 25.99247741699219, 26.01372718811035, 26.01894760131836, 26.02304458618164, 26.041168212890625, 26.04648208618164, 26.093610763549805, 26.09714126586914, 26.10788154602051, 26.114686965942386, 26.15662002563477, 26.214282989501953, 26.27481460571289, 26.287466049194336, 26.47600746154785, 26.49516296386719, 26.570207595825195, 26.57789421081543, 26.6329402923584, 26.63777732849121, 26.6509952545166, 26.687257766723643, 26.70231437683105, 26.71406173706055, 26.720462799072266, 26.72415542602539, 26.74028968811035, 26.76642417907715, 26.77070617675781, 26.77381896972656, 26.77604103088379, 26.781389236450195, 26.80286979675293, 26.80575180053711, 26.817974090576172, 26.82304382324219, 26.853403091430664, 26.85684013366699, 26.865509033203125, 26.9047908782959, 26.93774223327637, 26.94182777404785, 26.959213256835927, 26.96091461181641, 26.970184326171875, 26.97711753845215, 26.983612060546875, 27.008657455444336, 27.015613555908203, 27.020891189575195, 27.03429412841797, 27.036052703857425, 27.081573486328125, 27.11956024169922, 27.12369155883789, 27.13378524780273, 27.14512825012207, 27.18041610717773, 27.187175750732425, 27.19148063659668, 27.19436264038086, 27.19883155822754, 27.22467613220215, 27.244028091430664, 27.24736022949219, 27.27531242370605, 27.280845642089844, 27.38500022888184, 27.39437484741211, 27.39512825012207, 27.41101837158203, 27.46197891235352, 27.46712875366211, 27.4869327545166, 27.56970977783203, 27.61000061035156, 27.633947372436523, 27.63923645019531, 27.642974853515625, 27.68302154541016, 27.68670082092285, 27.70037078857422, 27.703449249267567, 27.70618057250977, 27.71830940246582, 27.72877311706543, 27.73399353027344, 27.74447822570801, 27.750267028808594, 27.770057678222656, 27.78070640563965, 27.80131912231445, 27.824676513671875, 27.83658599853516, 27.8465633392334, 27.85806655883789, 27.86837959289551, 27.869050979614247, 27.87114524841309, 27.87739562988281, 27.88458251953125, 27.8880672454834, 27.889537811279297, 27.91444396972656, 27.91828727722168, 27.920995712280273, 27.937442779541016, 27.950069427490234, 27.95952606201172, 27.960186004638672, 27.971065521240234, 28.01701354980469, 28.03626251220703, 28.05149269104004, 28.05208396911621, 28.059606552124023, 28.087106704711914, 28.08791732788086, 28.11055564880371, 28.1511344909668, 28.158935546875, 28.174108505249023, 28.24406242370605, 28.280902862548828, 28.31715202331543, 28.39114570617676, 28.43578720092773, 28.43964195251465, 28.51442146301269, 28.5262508392334, 28.52998924255371, 28.56656265258789, 28.56944465637207, 28.60998916625977, 28.615509033203125, 28.63140106201172, 28.64010429382324, 28.643310546875, 28.675880432128906, 28.69177055358887, 28.709142684936523, 28.717315673828125, 28.726457595825195, 28.739015579223643, 28.74645805358887, 28.77482604980469, 28.784931182861328, 28.79024314880371, 28.79100608825684, 28.798831939697266, 28.815879821777344, 28.824722290039066, 28.82532501220703, 28.85561370849609, 28.86343765258789, 28.86465263366699, 28.869281768798828, 28.8789119720459, 28.88265037536621, 28.889848709106445, 28.916156768798828, 28.93433952331543, 28.943321228027344, 28.956769943237305, 28.97723388671875, 28.978599548339844, 28.98114585876465, 28.992753982543945, 29.00316047668457, 29.024513244628906, 29.04387664794922, 29.05774307250977, 29.05849456787109, 29.069780349731445, 29.071088790893555, 29.07937431335449, 29.08135414123535, 29.089374542236328, 29.09567070007324, 29.10025405883789, 29.104501724243164, 29.12388801574707, 29.146562576293945, 29.15345001220703, 29.19339179992676, 29.23280143737793, 29.23843765258789, 29.239919662475586, 29.369258880615234, 29.51112174987793, 29.516077041625977, 29.51885414123535, 29.524200439453125, 29.527326583862305, 29.53855323791504, 29.556550979614247, 29.58906173706055, 29.59079933166504, 29.59285926818848, 29.596933364868164, 29.63652801513672, 29.660404205322266, 29.667522430419922, 29.68684005737305, 29.695520401000977, 29.70059013366699, 29.72542762756348, 29.740833282470703, 29.78942108154297, 29.78946685791016, 29.804258346557607, 29.8190975189209, 29.84851837158203, 29.85165596008301, 29.862823486328125, 29.868507385253906, 29.87472152709961, 29.877256393432607, 29.87944412231445, 29.87971115112305, 29.89084434509277, 29.89982604980469, 29.90148162841797, 29.905925750732425, 29.92765045166016, 29.929872512817386, 29.93083381652832, 29.936214447021484, 29.942569732666016, 29.94515037536621, 29.946399688720703, 29.97013854980469, 29.97505760192871, 29.97707176208496, 29.985902786254893, 29.986724853515625, 29.99394607543945, 30.000810623168945, 30.001447677612305, 30.00178146362305, 30.00194358825684, 30.003496170043945, 30.00460624694824, 30.008228302001953, 30.0091552734375, 30.009849548339844, 30.01046371459961, 30.010637283325195, 30.01097297668457, 30.01254653930664, 30.02006912231445, 30.050636291503906, 30.05452537536621, 30.058460235595703, 30.06046295166016, 30.065046310424805, 30.06616973876953, 30.066505432128906, 30.07723426818848, 30.08063697814941, 30.09966468811035, 30.10172462463379, 30.12894630432129, 30.134536743164066, 30.13932800292969, 30.14192199707031, 30.156665802001953, 30.18430519104004, 30.206388473510746, 30.20687484741211, 30.225555419921875, 30.22872734069824, 30.23015022277832, 30.233251571655273, 30.245832443237305, 30.25592613220215, 30.27531242370605, 30.29084396362305, 30.30262756347656, 30.303680419921875, 30.320335388183594, 30.322742462158203, 30.327037811279297, 30.32748794555664, 30.32836723327637, 30.33578681945801, 30.35219955444336, 30.36497688293457, 30.366365432739247, 30.384721755981445, 30.39093780517578, 30.39381980895996, 30.39557838439941, 30.39805603027344, 30.39908599853516, 30.40192222595215, 30.405231475830078, 30.41135406494141, 30.414236068725586, 30.41429328918457, 30.427268981933594, 30.42870330810547, 30.42990684509277, 30.430498123168945, 30.43189811706543, 30.43353080749512, 30.43376159667969, 30.43682861328125, 30.44092559814453, 30.44179344177246, 30.447221755981445, 30.44759178161621, 30.447893142700195, 30.45101928710937, 30.45111083984375, 30.451261520385746, 30.453229904174805, 30.453426361083984, 30.45758056640625, 30.459571838378906, 30.46154022216797, 30.462894439697266, 30.46426010131836, 30.46655082702637, 30.47182846069336, 30.47233772277832, 30.472904205322266, 30.47553253173828, 30.47702598571777, 30.47869300842285, 30.478923797607425, 30.480058670043945, 30.481203079223643, 30.48233795166016, 30.483217239379893, 30.4855899810791, 30.487163543701172, 30.48903846740723, 30.48908615112305, 30.491817474365234, 30.492082595825195, 30.49439811706543, 30.494617462158203, 30.49518585205078, 30.4960880279541, 30.496620178222656, 30.49728012084961, 30.49944496154785, 30.499792098999023, 30.500961303710927, 30.50178146362305, 30.504987716674805, 30.505266189575195, 30.50930595397949, 30.511852264404297, 30.51200294494629, 30.513147354125977, 30.513357162475586, 30.51392364501953, 30.51444435119629, 30.51516151428223, 30.51795196533203, 30.5181941986084, 30.52008056640625, 30.52016258239746, 30.52049827575684, 30.52232551574707, 30.523576736450195, 30.52682876586914, 30.527591705322266, 30.529502868652344, 30.52986145019531, 30.53153991699219, 30.53404998779297, 30.53422546386719, 30.534513473510746, 30.53455924987793, 30.53599548339844, 30.53795051574707, 30.53870391845703, 30.5405216217041, 30.540729522705078, 30.54085731506348, 30.541400909423828, 30.54146957397461, 30.54191017150879, 30.54272079467773, 30.54289436340332, 30.543367385864247, 30.545034408569336, 30.547014236450195, 30.54785919189453, 30.550254821777344, 30.551631927490234, 30.55439758300781, 30.5561466217041, 30.558380126953125, 30.560138702392567, 30.56100654602051, 30.56182861328125, 30.562198638916016, 30.56223297119141, 30.56377220153809, 30.564212799072266, 30.56612205505371, 30.566516876220703, 30.56679344177246, 30.566932678222656, 30.56733703613281, 30.5678825378418, 30.571632385253906, 30.57201385498047, 30.573495864868164, 30.57682800292969, 30.57903861999512, 30.57915496826172, 30.57982635498047, 30.57989501953125, 30.58118057250977, 30.58172416687012, 30.582477569580078, 30.58266258239746, 30.58423614501953, 30.584941864013672, 30.58574104309082, 30.5859375, 30.58798599243164, 30.58873748779297, 30.589200973510746, 30.59027862548828, 30.59145927429199, 30.59177017211914, 30.59179306030273, 30.592973709106445, 30.59472274780273, 30.59592628479004, 30.59640121459961, 30.596885681152344, 30.597036361694336, 30.6003475189209, 30.60037040710449, 30.60061264038086, 30.602325439453125, 30.60284805297852, 30.60326385498047, 30.60378456115723, 30.60380744934082, 30.6041316986084, 30.60704803466797, 30.60854148864746, 30.612985610961914, 30.614675521850586, 30.61804389953613, 30.61991882324219, 30.623483657836914, 30.624038696289066, 30.62407493591309, 30.624086380004893, 30.62410926818848, 30.624698638916016, 30.62729072570801, 30.62744140625, 30.627477645874023, 30.62783622741699, 30.631574630737305, 30.632986068725586, 30.63429450988769, 30.635751724243164, 30.636457443237305, 30.638437271118164, 30.63945579528809, 30.64024353027344, 30.64047431945801, 30.64084434509277, 30.64543914794922, 30.64718818664551, 30.647441864013672, 30.648969650268555, 30.65052032470703, 30.65270805358887, 30.65495300292969, 30.65697860717773, 30.657060623168945, 30.65723419189453, 30.657453536987305, 30.65807914733887, 30.65873908996582, 30.65942192077637, 30.661945343017567, 30.66252326965332, 30.66383171081543, 30.66721153259277, 30.667280197143555, 30.66733741760254, 30.667673110961914, 30.66813659667969, 30.66820526123047, 30.668310165405273, 30.67190933227539, 30.67236137390137, 30.672569274902344, 30.67376136779785, 30.674861907958984, 30.675451278686523, 30.675485610961914, 30.67604255676269, 30.676424026489247, 30.678726196289066, 30.680498123168945, 30.681411743164066, 30.68174743652344, 30.68285942077637, 30.684734344482425, 30.685821533203125, 30.68605232238769, 30.686922073364247, 30.68771934509277, 30.68774223327637, 30.68886566162109, 30.68952560424805, 30.690080642700195, 30.69327545166016, 30.69373893737793, 30.693796157836914, 30.693958282470703, 30.6951847076416, 30.69621467590332, 30.69701385498047, 30.69858741760254, 30.698820114135746, 30.69924736022949, 30.70077514648437, 30.70120429992676, 30.70193290710449, 30.70489501953125, 30.705799102783203, 30.706806182861328, 30.70707130432129, 30.70888900756836, 30.710601806640625, 30.711238861083984, 30.71149253845215, 30.71206092834473, 30.712499618530273, 30.71435165405273, 30.71520805358887, 30.71552085876465, 30.71563720703125, 30.71699142456055, 30.717987060546875, 30.71878433227539, 30.71899223327637, 30.71990776062012, 30.72088050842285, 30.720949172973643, 30.721609115600586, 30.72166633605957, 30.72229194641113, 30.72233772277832, 30.722511291503906, 30.723031997680664, 30.723125457763672, 30.72358703613281, 30.72494125366211, 30.72525405883789, 30.72537040710449, 30.72539329528809, 30.72569465637207, 30.72638893127441, 30.72841453552246, 30.72907447814941, 30.73082160949707, 30.732257843017567, 30.732778549194336, 30.733217239379893, 30.73430633544922, 30.734479904174805, 30.73527717590332, 30.735300064086914, 30.735450744628906, 30.7358341217041, 30.736690521240234, 30.73686408996582, 30.73833274841309, 30.73924827575684, 30.739259719848643, 30.74038124084473, 30.74098396301269, 30.74155044555664, 30.74211883544922, 30.74292755126953, 30.74413108825684, 30.74472236633301, 30.74524307250977, 30.74626159667969, 30.74708366394043, 30.74760437011719, 30.74846076965332, 30.74875068664551, 30.74905014038086, 30.74913215637207, 30.7501163482666, 30.750890731811523, 30.750925064086914, 30.75260353088379, 30.75265121459961, 30.752765655517567, 30.75277709960937, 30.75296211242676, 30.756134033203125, 30.75620460510254, 30.75682830810547, 30.75718688964844, 30.758136749267567, 30.758506774902344, 30.75879669189453, 30.763471603393555, 30.763750076293945, 30.76457214355469, 30.76627349853516, 30.766700744628906, 30.766979217529297, 30.76724624633789, 30.76778984069824, 30.7680778503418, 30.76834487915039, 30.769073486328125, 30.770544052124023, 30.770811080932607, 30.772418975830078, 30.772859573364247, 30.77519607543945, 30.778553009033203, 30.77872657775879, 30.77890014648437, 30.77895927429199, 30.77939796447754, 30.779977798461914, 30.78011512756348, 30.78096008300781, 30.781192779541016, 30.781307220458984, 30.781909942626953, 30.78230285644531, 30.782997131347656, 30.783506393432607, 30.78550910949707, 30.78556632995605, 30.786561965942386, 30.787118911743164, 30.78780174255371, 30.788148880004893, 30.78820610046387, 30.78993034362793, 30.7902889251709, 30.790510177612305, 30.79146957397461, 30.79357719421387, 30.793657302856445, 30.793739318847656, 30.7943058013916, 30.79483795166016, 30.79530143737793, 30.796157836914066, 30.79658508300781, 30.79734992980957, 30.79857635498047, 30.799745559692386, 30.79983711242676, 30.800277709960927, 30.80049705505371, 30.80062484741211, 30.80116844177246, 30.80149269104004, 30.80208396911621, 30.802534103393555, 30.80355262756348, 30.80509185791016, 30.805116653442386, 30.80520820617676, 30.80532455444336, 30.806283950805664, 30.806411743164066, 30.806434631347656, 30.80732727050781, 30.807674407958984, 30.809085845947266, 30.80917739868164, 30.81017303466797, 30.812522888183594, 30.81364631652832, 30.815532684326172, 30.81800842285156, 30.81820678710937, 30.81900405883789, 30.81967544555664, 30.82034683227539, 30.82196807861328, 30.82532501220703, 30.825857162475586, 30.82599449157715, 30.826839447021484, 30.82877349853516, 30.82909774780273, 30.829572677612305, 30.82973289489746, 30.829803466796875, 30.830995559692386, 30.83231544494629, 30.834156036376953, 30.834341049194336, 30.83568382263184, 30.838193893432607, 30.8383903503418, 30.839073181152344, 30.840717315673828, 30.84230232238769, 30.84295082092285, 30.84325218200684, 30.84351921081543, 30.844003677368164, 30.84589195251465, 30.846933364868164, 30.84697914123535, 30.84843826293945, 30.84964179992676, 30.849767684936523, 30.851110458374023, 30.852638244628906, 30.85447883605957, 30.85531234741211, 30.85585594177246, 30.85676002502441, 30.85766220092773, 30.85961723327637, 30.86318206787109, 30.863924026489247, 30.866214752197266, 30.86762809753418, 30.868518829345703, 30.86910820007324, 30.86969947814941, 30.87026596069336, 30.870323181152344, 30.87092590332031, 30.87101936340332, 30.87157440185547, 30.87211799621582, 30.87226867675781, 30.87360000610352, 30.87418937683105, 30.874860763549805, 30.8751277923584, 30.875139236450195, 30.87519645690918, 30.875301361083984, 30.877626419067386, 30.87827491760254, 30.87847137451172, 30.8789005279541, 30.87909698486328, 30.879526138305664, 30.879919052124023, 30.88127326965332, 30.88230323791504, 30.882360458374023, 30.88384246826172, 30.88643455505371, 30.88827514648437, 30.88857650756836, 30.888715744018555, 30.888843536376953, 30.888877868652344, 30.88905143737793, 30.88996505737305, 30.890047073364247, 30.89015007019043, 30.89167785644531, 30.89192199707031, 30.89244270324707, 30.89268493652344, 30.893239974975586, 30.893518447875977, 30.893726348876953, 30.89582252502441, 30.89769744873047, 30.89797401428223, 30.89917755126953, 30.900983810424805, 30.90119171142578, 30.903032302856445, 30.90336799621582, 30.905277252197266, 30.90599632263184, 30.906272888183594, 30.90688705444336, 30.90744209289551, 30.909015655517567, 30.909259796142567, 30.91057777404785, 30.91201400756836, 30.91223335266113, 30.91377258300781, 30.914838790893555, 30.915138244628906, 30.91593742370605, 30.916179656982425, 30.91648101806641, 30.9204158782959, 30.921863555908203, 30.92233848571777, 30.923274993896484, 30.92381858825684, 30.927061080932607, 30.92744255065918, 30.92762756347656, 30.9282169342041, 30.92924690246582, 30.92964172363281, 30.93030166625977, 30.930774688720703, 30.93185234069824, 30.93330955505371, 30.93366813659668, 30.93386650085449, 30.93536949157715, 30.935949325561523, 30.935983657836914, 30.93600654602051, 30.93610000610352, 30.936214447021484, 30.936723709106445, 30.937522888183594, 30.93862342834473, 30.939977645874023, 30.94074058532715, 30.941864013671875, 30.94424819946289, 30.94475746154785, 30.94481468200684, 30.94489669799805, 30.94571685791016, 30.945972442626953, 30.9465274810791, 30.94723320007324, 30.94951438903809, 30.94989585876465, 30.95063591003418, 30.95204925537109, 30.952638626098643, 30.953577041625977, 30.9543514251709, 30.95621490478516, 30.956584930419922, 30.95694351196289, 30.95694351196289, 30.95754623413086, 30.95783615112305, 30.95787048339844, 30.95822906494141, 30.959918975830078, 30.96030044555664, 30.96042823791504, 30.96191024780273, 30.962268829345703, 30.962684631347656, 30.96288108825684, 30.9635066986084, 30.96417808532715, 30.96442222595215, 30.96630859375, 30.96701431274414, 30.967754364013672, 30.96785926818848, 30.96800994873047, 30.97033500671387, 30.97057914733887, 30.970844268798828, 30.971538543701172, 30.97194480895996, 30.97599601745605, 30.97634315490723, 30.983970642089844, 30.98475646972656, 30.987510681152344, 30.98844909667969, 30.989097595214844, 30.99004554748535, 30.99168968200684, 30.99233818054199, 30.99337959289551, 30.996782302856445, 30.99783515930176, 31.00128555297852, 31.001863479614247, 31.007917404174805, 31.011573791503906, 31.01542854309082, 31.01723289489746, 31.020891189575195, 31.02136611938477, 31.02256965637207, 31.025161743164066, 31.029502868652344, 31.03045082092285, 31.03080940246582, 31.03310203552246, 31.03523063659668, 31.0518741607666, 31.066354751586914, 31.08164405822754, 31.09858703613281, 31.102581024169922, 31.1313419342041, 31.17361068725586, 31.18829917907715, 31.1951961517334, 31.197303771972656, 31.21068382263184, 31.21449089050293, 31.313899993896484, 31.3320369720459, 31.33858871459961, 31.34348297119141, 31.353519439697266, 31.37704849243164, 31.38351821899414, 31.38673591613769, 31.387928009033203, 31.392730712890625, 31.395301818847656, 31.399513244628906, 31.403888702392567, 31.406192779541016, 31.408344268798828, 31.41789436340332, 31.41862297058105, 31.41871452331543, 31.42887687683105, 31.43260383605957, 31.433298110961914, 31.433391571044922, 31.43527793884277, 31.43687438964844, 31.43958282470703, 31.44610023498535, 31.448020935058594, 31.449525833129893, 31.45600700378418, 31.460695266723643, 31.460880279541016, 31.4634952545166, 31.46398162841797, 31.464942932128906, 31.46679306030273, 31.468772888183594, 31.470197677612305, 31.47320556640625, 31.47370338439941, 31.474536895751953, 31.477731704711914, 31.47857666015625, 31.47952461242676, 31.480010986328125, 31.48231506347656, 31.48421287536621, 31.48527717590332, 31.48540496826172, 31.486446380615234, 31.488067626953125, 31.48927116394043, 31.49001121520996, 31.49575233459473, 31.502105712890625, 31.50966453552246, 31.509769439697266, 31.50987243652344, 31.511585235595703, 31.51241874694824, 31.51330947875977, 31.51483726501465, 31.51925849914551, 31.519779205322266, 31.520671844482425, 31.52383041381836, 31.52596092224121, 31.53753471374512, 31.53795051574707, 31.53991889953613, 31.54037094116211, 31.54635429382324, 31.547048568725586, 31.54746437072754, 31.54979133605957, 31.55171203613281, 31.557037353515625, 31.557313919067386, 31.55970001220703, 31.560775756835927, 31.56233787536621, 31.56412124633789, 31.564617156982425, 31.56615829467773, 31.5664005279541, 31.56855392456055, 31.570417404174805, 31.57248878479004, 31.576099395751953, 31.5886344909668, 31.59454917907715, 31.60104179382324, 31.60630798339844, 31.60676002502441, 31.60705947875977, 31.613136291503906, 31.616273880004893, 31.62740707397461, 31.62987327575684, 31.63074111938477, 31.633020401000977, 31.63487243652344, 31.63598442077637, 31.64479255676269, 31.65474510192871, 31.66073989868164, 31.66091346740723, 31.66927146911621, 31.672407150268555, 31.68012809753418, 31.68445587158203, 31.688032150268555, 31.70328712463379, 31.70602989196777, 31.707927703857425, 31.710832595825195, 31.71234893798828, 31.71385383605957, 31.721574783325195, 31.73434066772461, 31.73686408996582, 31.73981475830078, 31.75085639953613, 31.758159637451172, 31.76358795166016, 31.78262710571289, 31.79268455505371, 31.79911994934082, 31.807117462158203, 31.82460594177246, 31.827592849731445, 31.830486297607425, 31.83436393737793, 31.834930419921875, 31.83966445922852, 31.840660095214844, 31.8426513671875, 31.84489631652832, 31.865034103393555, 31.865243911743164, 31.87795066833496, 31.898494720458984, 31.901933670043945, 31.905427932739247, 31.9102783203125, 31.92495346069336, 31.93008041381836, 31.93233871459961, 31.934165954589844, 31.94692039489746, 31.95587921142578, 31.96154022216797, 31.96291732788086, 31.964223861694336, 31.965463638305664, 31.970556259155273, 31.973981857299805, 31.977140426635746, 31.98702621459961, 31.990392684936523, 31.99995422363281, 32.006202697753906, 32.02121353149414, 32.06119155883789, 32.064640045166016, 32.119422912597656, 32.17758178710937, 32.19130706787109, 32.20961761474609, 32.243900299072266, 32.359619140625, 32.38297271728516, 32.42773056030273, 32.46108627319336, 32.473716735839844, 32.48119354248047, 32.485034942626946, 32.488113403320305, 32.49759292602539, 32.50251007080078, 32.505115509033196, 32.507755279541016, 32.50790405273437, 32.51913070678711, 32.531295776367195, 32.575267791748054, 32.57973480224609, 32.59626007080078, 32.609825134277344, 32.63087844848633, 32.63090133666992, 32.632625579833984, 32.63690948486328, 32.64016342163086, 32.64252471923828, 32.67404937744141, 32.685012817382805, 32.68587875366211, 32.69877243041992, 32.70077514648437, 32.744155883789055, 32.75702667236328, 32.76943206787109, 32.785232543945305, 32.78726959228516, 32.806331634521484, 32.82297515869141, 32.82416534423828, 32.87216567993164, 32.882556915283196, 32.884872436523445, 32.88922500610352, 32.89508056640625, 32.910858154296875, 32.915172576904304, 32.94460678100586, 32.971668243408196, 32.972755432128906, 32.984790802001946, 32.98756790161133, 32.989952087402344, 32.990684509277344, 33.02396011352539, 33.027313232421875, 33.04172515869141, 33.06232452392578, 33.110057830810554, 33.196273803710945, 33.23345947265625, 33.296863555908196, 33.336227416992195, 33.337440490722656, 33.390869140625, 33.408737182617195, 33.447525024414055, 33.46188735961914, 33.46415328979492, 33.468738555908196, 33.50137710571289, 33.510196685791016, 33.60654067993164, 33.61464309692383, 33.62540435791016, 33.627197265625, 33.643367767333984, 33.646957397460945, 33.67466354370117, 33.6783447265625, 33.68088150024414, 33.69942092895508, 33.705718994140625, 33.71380615234375, 33.71689987182617, 33.739768981933594, 33.77199172973633, 33.77480316162109, 33.77785873413086, 33.791770935058594, 33.80117034912109, 33.80949020385742, 33.81232452392578, 33.82073974609375, 33.83827590942383, 33.89108657836914, 33.907730102539055, 33.92380905151367, 33.92420196533203, 33.94606399536133, 33.952590942382805, 33.975833892822266, 33.99017333984375, 33.99071884155273, 33.99991989135742, 34.00386428833008, 34.017349243164055, 34.023380279541016, 34.03214263916016, 34.09973526000977, 34.130138397216804, 34.14497756958008, 34.15369033813477, 34.316112518310554, 34.383102416992195, 34.38885498046875, 34.445938110351555, 34.451908111572266, 34.46284866333008, 34.51717758178711, 34.527904510498054, 34.5504150390625, 34.56814956665039, 34.600509643554695, 34.60365676879883, 34.618587493896484, 34.653182983398445, 34.674816131591804, 34.674850463867195, 34.689041137695305, 34.70315933227539, 34.77393341064453, 34.877452850341804, 34.87945556640625, 34.891494750976555, 34.898345947265625, 34.914119720458984, 34.91518402099609, 34.929550170898445, 34.94911956787109, 34.953933715820305, 34.95726776123047, 34.95813751220703, 34.96480178833008, 34.98990631103516, 35.03789520263672, 35.04959487915039, 35.07622528076172, 35.081619262695305, 35.082290649414055, 35.110706329345696, 35.189292907714844, 35.26460647583008, 35.29747772216797, 35.48875045776367, 35.49126052856445, 35.53680419921875, 35.612060546875, 35.64076232910156, 35.64448928833008, 35.68513870239258, 35.707881927490234, 35.72478103637695, 35.74870300292969, 35.761932373046875, 35.79833221435547, 35.8361930847168, 35.88274383544922, 35.910499572753906, 35.912940979003906, 35.941688537597656, 35.96736145019531, 36.039642333984375, 36.06105422973633, 36.09451293945313, 36.442962646484375, 36.53647994995117, 36.69697952270508, 36.74132919311523, 36.7457275390625, 36.764896392822266, 36.783287048339844, 36.78826522827149, 36.81074142456055, 36.83098220825195, 36.83746337890625, 36.851863861083984, 36.8582878112793, 36.89658737182617, 36.98981475830078, 37.01576232910156, 37.03961944580078, 37.06322860717773, 37.12921142578125, 37.14797592163086, 37.16776657104492, 37.349388122558594, 37.41681671142578, 37.425209045410156, 37.46377182006836, 37.5104866027832, 37.580116271972656, 37.58395767211914, 37.597511291503906, 37.5986557006836, 37.61350631713867, 37.638668060302734, 37.64679336547852, 37.69474411010742, 37.71377182006836, 37.73096084594727, 37.7720947265625, 37.78799819946289, 37.823402404785156, 37.91865921020508, 37.93502426147461, 37.94965362548828, 37.95268630981445, 37.998207092285156, 38.03213119506836, 38.043312072753906, 38.23316955566406, 38.50388717651367, 38.6104850769043, 38.61402893066406, 38.62598419189453, 38.72738265991211, 38.73900604248047, 38.75619125366211, 38.80794143676758, 38.84709548950195, 38.84984970092773, 38.86785888671875, 38.89533615112305, 38.91931533813477, 38.93340301513672, 38.934814453125, 38.94496536254883, 38.97742080688477, 39.00434112548828, 39.01197814941406, 39.03252410888672, 39.0759391784668, 39.09830856323242, 39.18620300292969, 39.38734817504883, 39.39042663574219, 39.437721252441406, 39.44049835205078, 39.47920227050781, 39.6441764831543, 39.6446418762207, 39.68901443481445, 39.7004508972168, 39.73398208618164, 39.79705047607422, 39.8049430847168, 39.80534744262695, 39.86283493041992, 39.87797546386719, 39.92498779296875, 39.929500579833984, 39.935752868652344, 39.94301986694336, 39.969825744628906, 40.00886535644531, 40.05567169189453, 40.24296188354492, 40.35404968261719, 40.3930892944336, 40.420013427734375, 40.6040267944336, 40.782188415527344, 40.79240798950195, 40.79641342163086, 40.89163208007813, 40.97472381591797, 40.9776611328125, 41.018959045410156, 41.056251525878906, 41.06903839111328, 41.12682723999024, 41.12973403930664, 41.23090362548828, 41.31486129760742, 41.43000030517578, 41.62196731567383, 41.69254684448242, 41.72415542602539, 41.78843688964844, 41.80653762817383, 41.84975814819336, 41.97150421142578, 41.99420166015625, 42.00894546508789, 42.02560043334961, 42.04499816894531, 42.06047439575195, 42.10392379760742, 42.38784790039063, 42.39246368408203, 42.531551361083984, 42.588077545166016, 42.60722351074219, 42.65359878540039, 42.71535873413086, 42.84381866455078, 42.93764877319336, 42.964515686035156, 42.975730895996094, 43.0484619140625, 43.0509033203125, 43.23292922973633, 43.56174850463867, 43.5824089050293, 43.71878433227539, 43.773658752441406, 43.79238510131836, 43.9687614440918, 44.00987243652344, 44.24748992919922, 44.42085647583008, 44.52754592895508, 44.53818130493164, 44.73119354248047, 44.9232063293457, 44.93138885498047, 44.96149444580078, 45.03318405151367, 45.11679458618164, 45.26251220703125, 45.43817138671875, 45.54987335205078, 46.01716613769531, 46.1160888671875, 46.64728164672852, 46.81865692138672, 46.869895935058594, 46.89947891235352, 46.92363357543945, 47.36762619018555, 47.747314453125, 47.77443313598633, 48.06216430664063, 48.45655059814453, 48.53129577636719, 48.65462875366211, 48.81901550292969, 49.60881805419922, 49.61335754394531, 49.64524459838867, 49.77239608764648, 49.84518432617188, 50.02709579467773, 50.45269775390625, 50.74357604980469, 51.1729621887207, 51.1864013671875, 51.22439956665039, 51.28845977783203, 51.743553161621094, 51.93417739868164, 51.9948844909668, 52.48846054077149, 52.91080856323242, 53.62841415405274, 53.65447998046875, 53.77558898925781, 53.929283142089844, 53.98253631591797, 54.11100769042969, 54.58453750610352, 54.66073989868164, 54.75978088378906, 54.79357528686523, 54.87517547607422, 54.9488296508789, 54.95278930664063, 55.18982696533203, 55.35213088989258, 55.57430648803711, 55.614234924316406, 55.73445510864258, 55.82094955444336, 55.88343811035156, 55.9975814819336, 56.16670227050781, 56.45342636108398, 56.48945617675781, 56.515174865722656, 56.556434631347656, 56.60246658325195, 56.62193298339844, 56.68268585205078, 56.74944305419922, 56.99116897583008, 57.65986251831055, 57.73376083374024, 58.37378311157226, 58.5509262084961, 58.6239128112793, 58.74944305419922, 58.78715133666992, 58.79096221923828, 58.86471176147461, 58.957313537597656, 59.51531219482422, 59.53697967529297, 59.53785705566406, 59.73701477050781, 59.74372863769531, 59.81804275512695, 59.85123825073242, 59.96951293945313, 60.07209396362305, 60.33137893676758, 60.67176055908203, 60.86702728271485, 61.21304321289063, 61.27062606811523, 61.39788055419922, 61.5743408203125, 61.78863525390625, 61.98666763305664, 62.53383255004883, 63.05421447753906, 63.06126022338867, 63.84979248046875, 64.20812225341797, 65.45379638671875, 66.82857513427734, 67.26454925537111, 67.52871704101561, 68.53755950927734, 71.44853973388672, 72.44331359863281, 75.49099731445312, 76.85650634765625, 85.87666320800781, 87.72125244140625, 91.41361236572266, 137.1798095703125]\n"
     ]
    }
   ],
   "source": [
    "true_values = []\n",
    "for cid in list(set(df[\"case:concept:name\"].values)):\n",
    "    true_values.append(df[df[\"case:concept:name\"]==cid].iloc[0]['total_time_true'])\n",
    "ordered_true_values = sorted(true_values)\n",
    "print(ordered_true_values)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### 过滤规则：\n",
    "- event长度 20 ~ 50\n",
    "- 流程总时间 1 ~ 30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3504\n"
     ]
    }
   ],
   "source": [
    "filtered_cids = []\n",
    "for cid in list(set(df[\"case:concept:name\"].values)):\n",
    "    this_df = df[df[\"case:concept:name\"]==cid]\n",
    "    true_value = this_df.iloc[0]['total_time_true']\n",
    "    if true_value >= 1 and true_value <= 30:\n",
    "        if this_df.shape[0] >= 20 and this_df.shape[0] <= 50:\n",
    "            filtered_cids.append(cid)\n",
    "print(len(filtered_cids))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 划分小批量数据测试算法功能\n",
    "- 训练集 200\n",
    "- 测试集 50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "200 50\n"
     ]
    }
   ],
   "source": [
    "import random\n",
    "\n",
    "sample_cids = random.sample(filtered_cids, 250)\n",
    "train_cids = random.sample(sample_cids, 200)\n",
    "test_cids = [x for x in sample_cids if x not in train_cids]\n",
    "print(len(train_cids), len(test_cids))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(8074, 9)\n"
     ]
    }
   ],
   "source": [
    "df_samples = pd.DataFrame()\n",
    "for cid in sample_cids:\n",
    "    this_df = df[df[\"case:concept:name\"]==cid]\n",
    "    df_samples = df_samples.append(this_df)\n",
    "print(df_samples.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_samples.to_csv(\"../data/bpic2012_sample250.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "np.save(\"../data/train_case_ids.npy\", np.array(train_cids))\n",
    "np.save(\"../data/test_case_ids.npy\", np.array(test_cids))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### 实验结果\n",
    "| Policy | Loss | #Predictions |\n",
    "| ------ | ---- | ------------ |\n",
    "| 预测每个点 | 56.52 | 31.8 |\n",
    "| 随机选点 | 54.07 | 6.5 |\n",
    "| 每隔1个点预测 | 53.39 | 16.26 |\n",
    "| 每隔2个点预测 | 53.97 | 10.92 |\n",
    "| 每隔3个点预测 | 54.00 | 8.4   |\n",
    "| 每隔4个点预测 | 55.10 | 6.7   |\n",
    "| 每隔5个点预测 | 54.63 | 5.8   |\n",
    "| 每隔6个点预测 | 56.96 | 4.92  |\n",
    "| 每隔7个点预测 | 58.58 | 4.44  |\n",
    "| 每隔8个点预测 | 55.12 | 3.98  |\n",
    "| 每隔9个点预测 | 56.62 | 3.68  |\n",
    "| DQN-随机选样本 | **53.18** | **5.78** |\n",
    "| DQN-优先选择reward小的样本训练 | **52.72** | **3.7** |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "nash",
   "language": "python",
   "name": "nash"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
